Regularization
Regularization
-
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework
Rahil Parikh, Harshavardhan Sundar, Ming Sun, Chao Wang, Spyros Matsoukas
arXiv_AI
arXiv_AI
Scene_Classification
Regularization
Classification
PDF
-
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration
Neel Dey, Jo Schlemper, Seyed Sadegh Mohseni Salehi, Bo Zhou, Guido Gerig, Michal Sofka
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Represenation_Learning
Regularization
Contrastive_Learning
Relation
PDF
-
DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy
Yu Liu, Kurt Weiss, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Pose
Detection
Denoising
PDF
-
Perceptual Conversational Head Generation with Regularized Driver and Enhanced Renderer
Ailin Huang, Zhewei Huang, Shuchang Zhou
arXiv_CV
arXiv_CV
Regularization
Face
PDF
-
QReg: On Regularization Effects of Quantization
MohammadHossein AskariHemmat, Reyhane Askari Hemmat, Alex Hoffman, Ivan Lazarevich, Ehsan Saboori, Olivier Mastropietro, Yvon Savaria, Jean-Pierre David
arXiv_CV
arXiv_CV
Quantization
Regularization
Pose
PDF
-
Online Distillation with Mixed Sample Augmentation
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
CNN
PDF
-
AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems
Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang
arXiv_AI
arXiv_AI
Optimization
Regularization
Adversarial
Pose
Deep_Learning
PDF
-
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning
Cheng Tan, Zhangyang Gao, Siyuan Li, Yongjie Xu, Stan Z. Li
arXiv_CV
arXiv_CV
Regularization
Pose
Relation
Attention
Prediction
PDF
-
Formalizing the Problem of Side-Effect Avoidance
Alexander Matt Turner, Aseem Saxena, Prasad Tadepalli
arXiv_AI
arXiv_AI
Regularization
Pose
PDF
-
Learning Towards the Largest Margins
Xiong Zhou, Xianming Liu, Deming Zhai, Junjun Jiang, Xin Gao, Xiangyang Ji
arXiv_CV
arXiv_CV
Person_Re-identification
Optimization
Regularization
Pose
Face
Classification
Deep_Learning
Re-identification
PDF
-
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation
Kilian Fatras, Hiroki Naganuma, Ioannis Mitliagkas
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement
Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi
arXiv_SD
arXiv_SD
Embedding
Enhancement
Recognition
Optimization
Regularization
Speech
Self-Supervised
Speech_Recognition
PDF
-
Optical Flow Regularization of Implicit Neural Representations for Video Frame Interpolation
Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi
arXiv_CV
arXiv_CV
Optimization
Regularization
Optical_Flow
PDF
-
Meta Reinforcement Learning with Finite Training Tasks -- a Density Estimation Approach
Zohar Rimon, Aviv Tamar, Gilad Adler
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
Action
PDF
-
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency
Jie Yang, Ruimao Zhang, Chaoqun Wang, Zhen Li, Xiang Wan, Lingyan Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Pose
Relation
Attention
GAN
Medical
Prediction
PDF
-
Interpretable Deep Causal Learning for Moderation Effects
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
arXiv_AI
arXiv_AI
Regularization
Pose
Relation
PDF
-
Deep Active Latent Surfaces for Medical Geometries
Patrick M. Jensen, Udaranga Wickramasinghe, Anders B. Dahl, Pascal Fua, Vedrana A. Dahl
arXiv_CV
arXiv_CV
3D
Regularization
Face
Medical
Inference
PDF
-
Model-Based Imitation Learning Using Entropy Regularization of Model and Policy
Eiji Uchibe
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
GAN
PDF
-
When Does Re-initialization Work?
Sheheryar Zaidi, Tudor Berariu, Hyunjik Kim, Jörg Bornschein, Claudia Clopath, Yee Whye Teh, Razvan Pascanu
arXiv_CV
arXiv_CV
Regularization
Classification
Deep_Learning
Image_Classification
PDF
-
Self-Supervised Consistent Quantization for Fully Unsupervised Image Retrieval
Guile Wu, Chao Zhang, Stephan Liwicki
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Quantization
Image_Retrieval
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Self-Supervised
Pose
Classification
PDF
-
Efficient and Flexible Sublabel-Accurate Energy Minimization
Zhakshylyk Nurlanov, Daniel Cremers, Florian Bernard
arXiv_CV
arXiv_CV
Recognition
Optimization
Regularization
Pose
Denoising
PDF
-
Learning Multi-Task Transferable Rewards via Variational Inverse Reinforcement Learning
Se-Wook Yoo, Seung-Woo Seo
arXiv_AI
arXiv_AI
Transfer_Learning
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
PDF
-
StudioGAN: A Taxonomy and Benchmark of GANs for Image Synthesis
Minguk Kang, Joonghyuk Shin, Jaesik Park
arXiv_CV
arXiv_CV
Transformer
Regularization
Adversarial
GAN
PDF
-
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problem
Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
GAN
PDF
-
Improving Generalization of Metric Learning via Listwise Self-distillation
Zelong Zeng, Fan Yang, Zheng Wang, Shin'ichi Satoh
arXiv_CV
arXiv_CV
Embedding
Regularization
Knowledge
Pose
Relation
PDF
-
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels
Xiaoqing Guo, Yixuan Yuan
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Relation
Medical
Prediction
PDF
-
Towards Better Understanding with Uniformity and Explicit Regularization of Embeddings in Embedding-based Neural Topic Models
Wei Shao, Lei Huang, Shuqi Liu, Shihua Ma, Linqi Song
arXiv_CL
arXiv_CL
Embedding
Optimization
Regularization
Knowledge
Pose
PDF
-
PROFHIT: Probabilistic Robust Forecasting for Hierarchical Time-series
Harshavardhan Kamarthi, Lingkai Kong, Alexander Rodríguez, Chao Zhang, B. Aditya Prakash
arXiv_AI
arXiv_AI
Regularization
Pose
Relation
Prediction
PDF
-
Modeling the Data-Generating Process is Necessary for Out-of-Distribution Generalization
Jivat Neet Kaur, Emre Kiciman, Amit Sharma
arXiv_AI
arXiv_AI
Regularization
Classification
Relation
PDF
-
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
Katja Schwarz, Axel Sauer, Michael Niemeyer, Yiyi Liao, Andreas Geiger
arXiv_CV
arXiv_CV
3D
Sparse
Regularization
Pose
PDF
-
Convergence and Price of Anarchy Guarantees of the Softmax Policy Gradient in Markov Potential Games
Dingyang Chen, Qi Zhang, Thinh T. Doan
arXiv_AI
arXiv_AI
Regularization
Knowledge
PDF
-
ALASCA: Rethinking Label Smoothing for Deep Learning Under Label Noise
Jongwoo Ko, Bongsoo Yi, Se-Young Yun
arXiv_AI
arXiv_AI
Regularization
Pose
Deep_Learning
PDF
-
Regularizing a Model-based Policy Stationary Distribution to Stabilize Offline Reinforcement Learning
Shentao Yang, Yihao Feng, Shujian Zhang, Mingyuan Zhou
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Regularization
Action
PDF
-
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
Yunwen Lei
arXiv_AI
arXiv_AI
Gradient_Descent
Optimization
Regularization
Knowledge
Quantitative
PDF
-
SoTeacher: A Student-oriented Teacher Network Training Framework for Knowledge Distillation
Chengyu Dong, Liyuan Liu, Jingbo Shang
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Prediction
PDF
-
Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data
Mengyu Chu, Lingjie Liu, Quan Zheng, Erik Franz, Hans-Peter Seidel, Christian Theobalt, Rhaleb Zayer
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Sparse
Regularization
Knowledge
Action
Deep_Learning
PDF
-
Self-Supervised Representation Learning With MUlti-Segmental Informational Coding
Chuang Niu, Ge Wang
arXiv_CV
arXiv_CV
Embedding
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
Classification
PDF
-
EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning
Zhuoran Yu, Yin Li, Yong Jae Lee
arXiv_AI
arXiv_AI
Regularization
Detection
PDF
-
Learning Joint Surface Atlases
Theo Deprelle, Thibault Groueix, Noam Aigerman, Vladimir G. Kim, Mathieu Aubry
arXiv_CV
arXiv_CV
3D
Optimization
Regularization
Pose
Face
PDF
-
2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach
Yilu Guo, Shicai Yang, Weijie Chen, Liang Ma, Di Xie, Shiliang Pu
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
CNN
Image_Classification
Inference
PDF
-
GradICON: Approximate Diffeomorphisms via Gradient Inverse Consistency
Lin Tian, Hastings Greer, François-Xavier Vialard, Roland Kwitt, Raúl San José Estépar, Marc Niethammer
arXiv_CV
arXiv_CV
Unsupervised
Optimization
Regularization
Medical
Optical_Flow
PDF
-
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruigi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu
arXiv_CL
arXiv_CL
Regularization
PDF
-
A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games
Samuel Sokota, Ryan D'Orazio, J. Zico Kolter, Nicolas Loizou, Marc Lanctot, Ioannis Mitliagkas, Noam Brown, Christian Kroer
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
PDF
-
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher
Juncheng Wang, Junyu Gao, Yuan Yuan, Qi Wang
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
PDF
-
Fine-tuning Pre-trained Language Models with Noise Stability Regularization
Hang Hua, Xingjian Li, Dejing Dou, Cheng-Zhong Xu, Jiebo Luo
arXiv_CL
arXiv_CL
Text_Classification
Regularization
Pose
Classification
Language_Model
PDF
-
A Fast Alternating Minimization Algorithm for Coded Aperture Snapshot Spectral Imaging Based on Sparsity and Deep Image Priors
Qile Zhao, Xianhong Zhao, Xu Ma, Xudong Chen, Gonzalo R. Arce
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
Compressive_Sensing
PDF
-
Learned reconstruction with convergence guarantees
Subhadip Mukherjee, Andreas Hauptmann, Ozan Öktem, Marcelo Pereyra, Carola-Bibiane Schönlieb
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Survey
Deep_Learning
Medical
PDF
-
Balanced Product of Experts for Long-Tailed Recognition
Emanuel Sanchez Aimar, Arvi Jonnarth, Michael Felsberg, Marco Kuhlmann
arXiv_CV
arXiv_CV
Recognition
Represenation_Learning
Regularization
Pose
PDF
-
Self-Supervised Deep Subspace Clustering with Entropy-norm
Guangyi Zhao, Simin Kou, Xuesong Yin
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Enhancement
Regularization
Self-Supervised
Pose
PDF
-
Feature-informed Embedding Space Regularization For Audio Classification
Yun-Ning Hung, Alexander Lerch
arXiv_SD
arXiv_SD
Embedding
Regularization
Pose
Classification
Inference
PDF
-
Masked Autoencoders are Robust Data Augmentors
Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian
arXiv_CV
arXiv_CV
Recognition
Regularization
Self-Supervised
Pose
Classification
Few-Shot
Image_Classification
PDF
-
BigVGAN: A Universal Neural Vocoder with Large-Scale Training
Sang-gil Lee, Wei Ping, Boris Ginsburg, Bryan Catanzaro, Sungroh Yoon
arXiv_CL
arXiv_CL
Zero-Shot
Regularization
Adversarial
GAN
PDF
-
Spatial Entropy Regularization for Vision Transformers
Elia Peruzzo, Enver Sangineto, Yahui Liu, Marco De Nadai, Wei Bi, Bruno Lepri, Nicu Sebe
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Regularization
Self-Supervised
Pose
Attention
PDF
-
SDQ: Stochastic Differentiable Quantization with Mixed Precision
Xijie Huang, Zhiqiang Shen, Shichao Li, Zechun Liu, Xianghong Hu, Jeffry Wicaksana, Eric Xing, Kwang-Ting Cheng
arXiv_AI
arXiv_AI
NAS
Quantization
Reinforcement_Learning
Regularization
Knowledge
PDF
-
A GPU-Accelerated Light-field Super-resolution Framework Based on Mixed Noise Model and Weighted Regularization
Trung-Hieu Tran, Kaicong Sun, Sven Simon
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Regularization
Pose
PDF
-
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren, Neel Dey, Martin A. Styner, Kelly Botteron, Guido Gerig
arXiv_CV
arXiv_CV
Segmentation
Represenation_Learning
Regularization
Self-Supervised
Pose
Relation
Medical
PDF
-
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior
Chen Qin, Shuo Wang, Chen Chen, Wenjia Bai, Daniel Rueckert
arXiv_CV
arXiv_CV
Tracking
Regularization
Pose
PDF
-
Wavelet Regularization Benefits Adversarial Training
Jun Yan, Huilin Yin, Xiaoyang Deng, Ziming Zhao, Wancheng Ge, Hao Zhang, Gerhard Rigoll
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Face
PDF
-
Unsupervised Learning of 3D Scene Flow from Monocular Camera
Guangming Wang, Xiaoyu Tian, Ruiqi Ding, Hesheng Wang
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose_Estimation
Regularization
Knowledge
Pose
Optical_Flow
PDF
-
Extending Momentum Contrast with Cross Similarity Consistency Regularization
Mehdi Seyfi, Amin Banitalebi-Dehkordi, Yong Zhang
arXiv_AI
arXiv_AI
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
PDF
-
Fast and Robust Non-Rigid Registration Using Accelerated Majorization-Minimization
Yuxin Yao, Bailin Deng, Weiwei Xu, Juyong Zhang
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Quantitative
PDF
-
Critical Regularizations for Neural Surface Reconstruction in the Wild
Jingyang Zhang, Yao Yao, Shiwei Li, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
Optimization
Regularization
Face
PDF
-
Masked Unsupervised Self-training for Zero-shot Image Classification
Junnan Li, Silvio Savarese, Steven C.H. Hoi
arXiv_AI
arXiv_AI
Unsupervised
Zero-Shot
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
Image_Classification
PDF
-
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
Rui Yang, Chenjia Bai, Xiaoteng Ma, Zhaoran Wang, Chongjie Zhang, Lei Han
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
PDF
-
Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts
Basil Mustafa, Carlos Riquelme, Joan Puigcerver, Rodolphe Jenatton, Neil Houlsby
arXiv_CV
arXiv_CV
Zero-Shot
Sparse
Regularization
Pose
Contrastive_Learning
Quantitative
GAN
PDF
-
CORE: Consistent Representation Learning for Face Forgery Detection
Yunsheng Ni, Depu Meng, Changqian Yu, Chengbin Quan, Dongchun Ren, Youjian Zhao
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Pose
Face
Detection
CNN
PDF
-
Robust Fine-Tuning of Deep Neural Networks with Hessian-based Generalization Guarantees
Haotian Ju, Dongyue Li, Hongyang R. Zhang
arXiv_CV
arXiv_CV
Transfer_Learning
Regularization
Classification
Image_Classification
PDF
-
Bi-SimCut: A Simple Strategy for Boosting Neural Machine Translation
Pengzhi Gao, Zhongjun He, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Regularization
NMT
PDF
-
ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation
Ke Zhang, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Sparse
Regularization
Knowledge
Pose
PDF
-
Poisson2Sparse: Self-Supervised Poisson Denoising From a Single Image
Calvin-Khang Ta, Abhishek Aich, Akash Gupta, Amit K. Roy-Chowdhury
arXiv_CV
arXiv_CV
Enhancement
Optimization
Sparse
Regularization
Self-Supervised
Image_Enhancement
Quantitative
Denoising
Medical
PDF
-
NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization
Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Regularization
Pose
Medical
PDF
-
Hyperspherical Consistency Regularization
Cheng Tan, Zhangyang Gao, Lirong Wu, Siyuan Li, Stan Z. Li
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Self-Supervised
Pose
Contrastive_Learning
Deep_Learning
Relation
PDF
-
Dynamic Cardiac MRI Reconstruction Using Combined Tensor Nuclear Norm and Casorati Matrix Nuclear Norm Regularizations
Yinghao Zhang, Yue Hu
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
Relation
PDF
-
A Generalized Supervised Contrastive Learning Framework
Jaewon Kim, Jooyoung Chang, Sang Min Park
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Knowledge
Self-Supervised
Contrastive_Learning
PDF
-
FHIST: A Benchmark for Few-shot Classification of Histological Images
Fereshteh Shakeri, Malik Boudiaf, Sina Mohammadi, Ivaxi Sheth, Mohammad Havaei, Ismail Ben Ayed, Samira Ebrahimi Kahou
arXiv_CV
arXiv_CV
Sparse
Regularization
Classification
Few-Shot
Medical
Image_Classification
PDF
-
Optimal Activation Functions for the Random Features Regression Model
Jianxin Wang, José Bento
arXiv_AI
arXiv_AI
Regularization
PDF
-
Feature Learning in $L_{2}$-regularized DNNs: Attraction/Repulsion and Sparsity
Arthur Jacot, Eugene Golikov, Clément Hongler, Franck Gabriel
arXiv_AI
arXiv_AI
Optimization
Regularization
Face
Action
PDF
-
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection
Hyeon Cho, Junyong Choi, Geonwoo Baek, Wonjun Hwang
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Regularization
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
Attention
Matching
PDF
-
Truly Deterministic Policy Optimization
Ehsan Saleh, Saba Ghaffari, Timothy Bretl, Matthew West
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
PDF
-
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression
Yu Gong, Greg Mori, Frederick Tung
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Relation
PDF
-
CHALLENGER: Training with Attribution Maps
Christian Tomani, Daniel Cremers
arXiv_AI
arXiv_AI
Regularization
Classification
Deep_Learning
PDF
-
SMUDLP: Self-Teaching Multi-Frame Unsupervised Endoscopic Depth Estimation with Learnable Patchmatch
Shuwei Shao, Zhongcai Pei, Weihai Chen, Xingming Wu, Zhong Liu, Zhengguo Li
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Inference
PDF
-
Task-Prior Conditional Variational Auto-Encoder for Few-Shot Image Classification
Zaiyun Yang
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Few-Shot
Image_Classification
PDF
-
IFRNet: Intermediate Feature Refine Network for Efficient Frame Interpolation
Lingtong Kong, Boyuan Jiang, Donghao Luo, Wenqing Chu, Xiaoming Huang, Ying Tai, Chengjie Wang, Jie Yang
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Optical_Flow
Inference
PDF
-
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation
Yuhe Ding, Lijun Sheng, Jian Liang, Aihua Zheng, Ran He
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Point_Cloud
3D
Regularization
Knowledge
Pose
Prediction
PDF
-
Efficient Policy Iteration for Robust Markov Decision Processes via Regularization
Navdeep Kumar, Kfir Levy, Kaixin Wang, Shie Mannor
arXiv_AI
arXiv_AI
Optimization
Regularization
Action
PDF
-
WT-MVSNet: Window-based Transformers for Multi-view Stereo
Jinli Liao, Yikang Ding, Yoli Shavit, Dihe Huang, Shihao Ren, Jia Guo, Wensen Feng, Kai Zhang
arXiv_CV
arXiv_CV
Transformer
3D
Regularization
Pose
Action
Matching
PDF
-
Deep Learning with Label Noise: A Hierarchical Approach
Li Chen, Ningyuan Huang, Cong Mu, Hayden S. Helm, Kate Lytvynets, Weiwei Yang, Carey E. Priebe
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Deep_Learning
PDF
-
KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal
Tadashi Kozuno, Wenhao Yang, Nino Vieillard, Toshinori Kitamura, Yunhao Tang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Michal Valko, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
PDF
-
ProtoFSSL: Federated Semi-Supervised Learning with Prototype-based Consistency Regularization
Woojung Kim, Keondo Park, Kihyuk Sohn, Raphael Shu, Hyung-Sin Kim
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
PDF
-
Continual evaluation for lifelong learning: Identifying the stability gap
Matthias De Lange, Gido van de Ven, Tinne Tuytelaars
arXiv_AI
arXiv_AI
Optimization
Regularization
Knowledge
Pose
PDF
-
On stochastic stabilization via non-smooth control Lyapunov functions
Pavel Osinenko, Grigory Yaremenko, Georgiy Malaniya
arXiv_RO
arXiv_RO
Regularization
Action
Attention
PDF
-
Online Deep Equilibrium Learning for Regularization by Denoising
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Regularization
Pose
Denoising
PDF
-
Domain Adaptation for Object Detection using SE Adaptors and Center Loss
Sushruth Nagesh, Shreyas Rajesh, Asfiya Baig, Savitha Srinivasan
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Knowledge
Detection
Object_Detection
Attention
PDF
-
ER-TEST: Evaluating Explanation Regularization Methods for NLP Models
Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren
arXiv_CL
arXiv_CL
Regularization
Pose
Language_Model
PDF
-
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Text_Generation
QA
PDF
-
Augmentation-induced Consistency Regularization for Classification
Jianhan Wu, Shijing Si, Jianzong Wang, Jing Xiao
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Inference
PDF
-
Towards Understanding Label Regularization for Fine-tuning Pre-trained Language Models
Ivan Kobyzev, Aref Jafari, Mehdi Rezagholizadeh, Tianda Li, Alan Do-Omri, Peng Lu, Ali Ghodsi, Pascal Poupart
arXiv_CL
arXiv_CL
Bert
Regularization
Knowledge
Language_Model
Prediction
PDF
-
Learning for Expressive Task-Related Sentence Representations
Xueying Bai, Jinghuan Shang, Yifan Sun, Niranjan Balasubramanian
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Attention
Language_Model
Prediction
PDF
-
Bias Discovery in Machine Learning Models for Mental Health
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit
arXiv_AI
arXiv_AI
Regularization
Medical
Prediction
PDF
-
Accuracy on In-Domain Samples Matters When Building Out-of-Domain detectors: A Reply to Marek et al.
Yinhe Zheng, Guanyi Chen
arXiv_CL
arXiv_CL
Regularization
Adversarial
Pose
Detection
Object_Detection
GAN
PDF
-
Constrained Monotonic Neural Networks
Davor Runje, Sharath M. Shankaranarayana
arXiv_AI
arXiv_AI
Regularization
Pose
Matching
PDF
-
Alleviating Robust Overfitting of Adversarial Training With Consistency Regularization
Shudong Zhang, Haichang Gao, Tianwei Zhang, Yunyi Zhou, Zihui Wu
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Prediction
PDF
-
RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis
Mohammad Esmaeilpour, Nourhene Chaalia, Adel Abusitta, Francois-Xavier Devailly, Wissem Maazoun, Patrick Cardinal
arXiv_AI
arXiv_AI
Tracking
Regularization
Adversarial
Pose
GAN
PDF
-
Improving language models fine-tuning with representation consistency targets
Anastasia Razdaibiedina, Vivek Madan, Zohar Karnin, Ashish Khetan, Vishaal Kapoor
arXiv_CL
arXiv_CL
Regularization
Pose
Language_Model
PDF
-
Rethinking Task-Incremental Learning Baselines
Md Sazzad Hossain, Pritom Saha, Townim Faisal Chowdhury, Shafin Rahman, Fuad Rahman, Nabeel Mohammed
arXiv_AI
arXiv_AI
Recognition
Point_Cloud
3D
Regularization
Knowledge
Inference
PDF
-
POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning
Frederik Schubert, Carolin Benjamins, Sebastian Döhler, Bodo Rosenhahn, Marius Lindauer
arXiv_RO
arXiv_RO
Unsupervised
Reinforcement_Learning
Regularization
Knowledge
PDF
-
Stop Filtering: Multi-View Attribute-Enhanced Dialogue Learning
Yiwei Li, Bin Sun, Shaoxiong Feng, Kan Li
arXiv_AI
arXiv_AI
Enhancement
Regularization
Knowledge
Pose
PDF
-
Feature-Distribution Perturbation and Calibration for Generalized Person ReID
Qilei Li, Jiabo Huang, Jian Hu, Shaogang Gong
arXiv_CV
arXiv_CV
Person_Re-identification
Recognition
Regularization
Pose
Deep_Learning
Re-identification
PDF
-
CIRCLE: Continual Repair across Programming Languages
Wei Yuan, Quanjun Zhang, Tieke He, Chunrong Fang, Nguyen Quoc Viet Hung, Xiaodong Hao, Hongzhi Yin
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
Deep_Learning
PDF
-
KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification
Wei Ju, Junwei Yang, Meng Qu, Weiping Song, Jianhao Shen, Ming Zhang
arXiv_AI
arXiv_AI
Regularization
Classification
Prediction
PDF
-
Masterful: A Training Platform for Computer Vision Models
Samuel Wookey, Yaoshiang Ho, Tom Rikert, Juan David Gil Lopez, Juan Manuel Muñoz Beancur, Santiago Cortes, Ray Tawil, Aaron Sabin, Jack Lynch, Travis Harper, Nikhil Gajendrakumar
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Deep_Learning
PDF
-
Improving Multi-Task Generalization via Regularizing Spurious Correlation
Ziniu Hu, Zhe Zhao, Xinyang Yi, Tiansheng Yao, Lichan Hong, Yizhou Sun, Ed H. Chi
arXiv_AI
arXiv_AI
Represenation_Learning
Regularization
Knowledge
Pose
Relation
PDF
-
Sparse Adversarial Attack in Multi-agent Reinforcement Learning
Yizheng Hu, Zhihua Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Regularization
Adversarial
Pose
PDF
-
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble
Zhengyu Yang, Kan Ren, Xufang Luo, Minghuan Liu, Weiqing Liu, Jiang Bian, Weinan Zhang, Dongsheng Li
arXiv_AI
arXiv_AI
Enhancement
Reinforcement_Learning
Optimization
Regularization
GAN
PDF
-
Debiasing Neural Retrieval via In-batch Balancing Regularization
Yuantong Li, Xiaokai Wei, Zijian Wang, Shen Wang, Parminder Bhatia, Xiaofei Ma, Andrew Arnold
arXiv_AI
arXiv_AI
Bert
Regularization
Pose
PDF
-
Financial Time Series Data Augmentation with Generative Adversarial Networks and extended Intertemporal Return Plots
Justin Hellermann, Qinzhuan Qian, Ankit Shah
arXiv_CV
arXiv_CV
Image_Caption
Regularization
Adversarial
Classification
Relation
GAN
PDF
-
GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy
Teddy Cunningham, Konstantin Klemmer, Hongkai Wen, Hakan Ferhatosmanoglu
arXiv_AI
arXiv_AI
Regularization
GAN
PDF
-
Large Neural Networks Learning from Scratch with Very Few Data and without Regularization
Christoph Linse, Thomas Martinetz
arXiv_AI
arXiv_AI
Regularization
Classification
CNN
Image_Classification
PDF
-
Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching
Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
arXiv_CV
arXiv_CV
Sparse
Regularization
Pose
Detection
Object_Detection
Inference
Prediction
Matching
PDF
-
Policy Distillation with Selective Input Gradient Regularization for Efficient Interpretability
Jinwei Xing, Takashi Nagata, Xinyun Zou, Emre Neftci, Jeffrey L. Krichmar
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Salient
Adversarial
Pose
Face
Autonomous
PDF
-
Perturbation of Deep Autoencoder Weights for Model Compression and Classification of Tabular Data
Manar Samad, Sakib Abrar
arXiv_AI
arXiv_AI
Regularization
Self-Supervised
Pose
Classification
PDF
-
Monotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust Classification
Joao Monteiro, Mohamed Osama Ahmed, Hossein Hajimirsadeghi, Greg Mori
arXiv_AI
arXiv_AI
Represenation_Learning
Regularization
Pose
Classification
Image_Classification
Prediction
PDF
-
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John Pauly, Morteza Mardani, Mert Pilanci
arXiv_CV
arXiv_CV
Transformer
Regularization
Pose
Classification
Attention
PDF
-
Continual learning on 3D point clouds with random compressed rehearsal
Maciej Zamorski, Michał Stypułkowski, Konrad Karanowski, Tomasz Trzciński, Maciej Zięba
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
Reinforcement_Learning
3D
Regularization
Knowledge
Pose
PDF
-
A scalable deep learning approach for solving high-dimensional dynamic optimal transport
Wei Wan, Yuejin Zhang, Chenglong Bao, Bin Dong, Zuoqiang Shi
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Deep_Learning
PDF
-
$q$-Munchausen Reinforcement Learning
Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Regularization
Pose
PDF
-
Robust Representation via Dynamic Feature Aggregation
Haozhe Liu, Haoqin Ji, Yuexiang Li, Nanjun He, Haoqian Wu, Feng Liu, Linlin Shen, Yefeng Zheng
arXiv_AI
arXiv_AI
Embedding
Sparse
Regularization
Adversarial
Pose
Detection
CNN
PDF
-
Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning
Lingwei Zhu, Zheng Chen, Eiji Uchibe, Takamitsu Matsubara
arXiv_AI
arXiv_AI
Reinforcement_Learning
Sparse
Regularization
Pose
PDF
-
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
arXiv_CV
arXiv_CV
Transformer
Optimization
Regularization
Pose
PDF
-
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Zhen Wu, Jindong Wang
arXiv_CV
arXiv_CV
Regularization
Pose
Relation
Prediction
PDF
-
RoMFAC: A Robust Mean-Field Actor-Critic Reinforcement Learning against Adversarial Perturbations on States
Ziyuan Zhou, Guanjun Liu
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Adversarial
Pose
Action
PDF
-
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation
Chae Eun Lee, Hyelim Park, Yeong-Gil Shin, Minyoung Chung
arXiv_CV
arXiv_CV
Segmentation
Embedding
Represenation_Learning
Regularization
Adversarial
Pose
Relation
GAN
Medical
Prediction
PDF
-
Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing
Heli Qi, Sashi Novitasari, Sakriani Sakti, Satoshi Nakamura
arXiv_CL
arXiv_CL
Reconstruction
Recognition
Regularization
Speech
Pose
Speech_Recognition
Prediction
PDF
-
Simple Open-Vocabulary Object Detection with Vision Transformers
Matthias Minderer, Alexey Gritsenko, Austin Stone, Maxim Neumann, Dirk Weissenborn, Alexey Dosovitskiy, Aravindh Mahendran, Anurag Arnab, Mostafa Dehghani, Zhuoran Shen, Xiao Wang, Xiaohua Zhai, Thomas Kipf, Neil Houlsby
arXiv_CV
arXiv_CV
Transformer
Zero-Shot
Regularization
Pose
Classification
Detection
Object_Detection
Image_Classification
PDF
-
Localized Vision-Language Matching for Open-vocabulary Object Detection
Maria A. Bravo, Sudhanshu Mittal, Thomas Brox
arXiv_CV
arXiv_CV
Image_Caption
Regularization
Pose
Detection
Object_Detection
Caption
Language_Model
Matching
PDF
-
Building Facade Parsing R-CNN
Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Autonomous
PDF
-
Distinction Maximization Loss: Efficiently Improving Classification Accuracy, Uncertainty Estimation, and Out-of-Distribution Detection Simply Replacing the Loss and Calibrating
David Macêdo, Cleber Zanchettin, Teresa Ludermir
arXiv_AI
arXiv_AI
Regularization
Pose
Action
Classification
Detection
Inference
PDF
-
Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images
Soufiane Belharbi, Jérôme Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Face
Classification
Image_Classification
PDF
-
Separator-Transducer-Segmenter: Streaming Recognition and Segmentation of Multi-party Speech
Ilya Sklyar, Anna Piunova, Christian Osendorfer
arXiv_CL
arXiv_CL
Segmentation
Recognition
RNN
Regularization
Speech
Pose
Detection
Speech_Recognition
Activity
PDF
-
How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?
Alvin Chan, Yew-Soon Ong, Clement Tan
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Deep_Learning
PDF
-
Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns
Zhijian Yang, Junhao Wen, Christos Davatzikos
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Regularization
Pose
GAN
PDF
-
PS-Net: Deep Partially Separable Modelling for Dynamic Magnetic Resonance Imaging
Chentao Cao, Zhuo-Xu Cui, Qingyong Zhu, Dong Liang, Yanjie Zhu
arXiv_CV
arXiv_CV
Regularization
Pose
Quantitative
Deep_Learning
PDF
-
Multimodal Semi-Supervised Learning for Text Recognition
Aviad Aberdam, Roy Ganz, Shai Mazor, Ron Litman
arXiv_AI
arXiv_AI
Recognition
Represenation_Learning
Regularization
Self-Supervised
Pose
Scene_Text
Language_Model
PDF
-
Sparse Regularized Correlation Filter for UAV Object Tracking with adaptive Contextual Learning and Keyfilter Selection
Zhangjian Ji, Kai Feng, Yuhua Qian, Jiye Liang
arXiv_CV
arXiv_CV
Tracking
Sparse
Object_Tracking
Regularization
Pose
Quantitative
Relation
PDF
-
Unsupervised Deep Unrolled Reconstruction Using Regularization by Denoising
Peizhou Huang, Chaoyi Zhang, Xiaoliang Zhang, Xiaojuan Li, Liang Dong, Leslie Ying
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Optimization
Regularization
Pose
Deep_Learning
Denoising
PDF
-
Scene Graph Expansion for Semantics-Guided Image Outpainting
Chiao-An Yang, Cheng-Yo Tan, Wan-Cyuan Fan, Cheng-Fu Yang, Meng-Lin Wu, Yu-Chiang Frank Wang
arXiv_CV
arXiv_CV
Transformer
Regularization
Pose
Quantitative
Relation
Attention
PDF
-
Multi-mode Tensor Train Factorization with Spatial-spectral Regularization for Remote Sensing Images Recovery
Gaohang Yu, Shaochun Wan, Liqun Qi, Yanwei Xu
arXiv_CV
arXiv_CV
Regularization
Pose
Quantitative
Relation
Attention
PDF
-
Better plain ViT baselines for ImageNet-1k
Lucas Beyer, Xiaohua Zhai, Alexander Kolesnikov
arXiv_CV
arXiv_CV
Transformer
Regularization
PDF
-
Cross-View Cross-Scene Multi-View Crowd Counting
Qi Zhang, Wei Lin, Antoni B. Chan
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Pose
PDF
-
A Falsificationist Account of Artificial Neural Networks
Oliver Buchholz, Eric Raidl
arXiv_AI
arXiv_AI
Regularization
Attention
Prediction
PDF
-
Embedding Hallucination for Few-Shot Language Fine-tuning
Yiren Jian, Chongyang Gao, Soroush Vosoughi
arXiv_AI
arXiv_AI
Embedding
Regularization
Knowledge
Adversarial
Pose
Few-Shot
Language_Model
PDF
-
RU-Net: Regularized Unrolling Network for Scene Graph Generation
Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao
arXiv_CV
arXiv_CV
Enhancement
Regularization
Pose
Relation
Denoising
Prediction
PDF
-
Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding
Xian Shi, Xun Xu, Wanyue Zhang, Xiatian Zhu, Chuan Sheng Foo, Kui Jia
arXiv_AI
arXiv_AI
Segmentation
Point_Cloud
3D
Optimization
Regularization
Pose
Face
Classification
PDF
-
Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps
Hsu-Tung Shih, Tian-Sheuan Chang
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video
Yu Cheng, Bo Wang, Robby T. Tan
arXiv_CV
arXiv_CV
3D
Optimization
Pose_Estimation
Regularization
Pose
Action
Detection
PDF
-
The Implicit Length Bias of Label Smoothing on Beam Search Decoding
Bowen Liang, Pidong Wang, Yuan Cao
arXiv_CL
arXiv_CL
Regularization
NMT
Inference
Prediction
PDF
-
None Class Ranking Loss for Document-Level Relation Extraction
Yang Zhou, Wee Sun Lee
arXiv_CL
arXiv_CL
Regularization
Pose
Emotion
Action
Classification
Relation
Relation_Extraction
Prediction
PDF
-
Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction
Qiaoqiao Ding, Hui Ji, Yuhui Quan, Xiaoqun Zhang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Regularization
Pose
Deep_Learning
Inference
PDF
-
Convex Combination Consistency between Neighbors for Weakly-supervised Action Localization
Qinying Liu, Zilei Wang, Ruoxi Chen, Zhilin Li
arXiv_CV
arXiv_CV
Regularization
Action_Localization
Pose
Action
Classification
Attention
Prediction
Video_Classification
PDF
-
OSSGAN: Open-Set Semi-Supervised Image Generation
Kai Katsumata, Duc Minh Vo, Hideki Nakayama
arXiv_CV
arXiv_CV
Regularization
GAN
PDF
-
Learned Gradient of a Regularizer for Plug-and-Play Gradient Descent
Rita Fermanian, Mikael Le Pendu, Christine Guillemot
arXiv_CV
arXiv_CV
Gradient_Descent
Restoration
Optimization
Regularization
Knowledge
Denoising
PDF
-
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos
Arnav Chakravarthy, Zhiyuan Fang, Yezhou Yang
arXiv_CV
arXiv_CV
Video_Caption
Weakly_Supervised
Regularization
Pose
Action
Quantitative
Classification
Deep_Learning
Attention
Caption
Activity
PDF
-
Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss
Efthymios Georgiou, Kosmas Kritsis, Georgios Paraskevopoulos, Athanasios Katsamanis, Vassilis Katsouros, Alexandros Potamianos
arXiv_SD
arXiv_SD
Regularization
Speech
Pose
Deep_Learning
Attention
PDF
-
Control-Aware Prediction Objectives for Autonomous Driving
Rowan McAllister, Blake Wulfe, Jean Mercat, Logan Ellis, Sergey Levine, Adrien Gaidon
arXiv_RO
arXiv_RO
Regularization
Pose
Attention
Autonomous
Prediction
PDF
-
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation
Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Pose
Prediction
PDF
-
Dropout Inference with Non-Uniform Weight Scaling
Zhaoyuan Yang, Arpit Jain
arXiv_CV
arXiv_CV
Regularization
Inference
PDF
-
Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
arXiv_CV
arXiv_CV
Sparse
Regularization
Pose
Denoising
PDF
-
Self-Supervised Information Bottleneck for Deep Multi-View Subspace Clustering
Shiye Wang, Changsheng Li, Yanming Li, Ye Yuan, Guoren Wang
arXiv_AI
arXiv_AI
Regularization
Knowledge
Self-Supervised
PDF
-
Restricted Black-box Adversarial Attack Against DeepFake Face Swapping
Junhao Dong, Yuan Wang, Jianhuang Lai, Xiaohua Xie
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Adversarial
Pose
Face
GAN
PDF
-
Boundary Smoothing for Named Entity Recognition
Enwei Zhu, Jinpeng Li
arXiv_CL
arXiv_CL
Recognition
Regularization
Pose
PDF
-
Robust Dual-Graph Regularized Moving Object Detection
Jing Qin, Ruilong Shen, Ruihan Zhu, Biyun Xie
arXiv_CV
arXiv_CV
Surveillance
Sparse
Regularization
Pose
Detection
Object_Detection
PDF
-
LoL: A Comparative Regularization Loss over Query Reformulation Losses for Pseudo-Relevance Feedback
Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng
arXiv_CL
arXiv_CL
Sparse
Regularization
Pose
PDF
-
Uncertain Label Correction via Auxiliary Action Unit Graphs for Facial Expression Recognition
Yang Liu, Xingming Zhang, Janne Kauttonen, Guoying Zhao
arXiv_CV
arXiv_CV
Recognition
Regularization
Emotion
Action
CNN
PDF
-
Visual Attention Emerges from Recurrent Sparse Reconstruction
Baifeng Shi, Yale Song, Neel Joshi, Trevor Darrell, Xin Wang
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Optimization
Sparse
Regularization
Salient
Attention
PDF
-
A Note on the Regularity of Images Generated by Convolutional Neural Networks
Andreas Habring, Martin Holler
arXiv_CV
arXiv_CV
Regularization
Adversarial
GAN
CNN
PDF
-
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance
Giancarlo Paoletti, Jacopo Cavazza, Cigdem Beyan, Alessio Del Bue
arXiv_CV
arXiv_CV
Unsupervised
Recognition
Regularization
Self-Supervised
Pose
Action_Recognition
Action
CNN
PDF
-
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues
Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg
arXiv_CV
arXiv_CV
Reconstruction
3D
Regularization
Adversarial
Prediction
PDF
-
Convex Augmentation for Total Variation Based Phase Retrieval
Jianwei Niu, Hok Shing Wong, Tieyong Zeng
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval
Mustafa Shukor, Guillaume Couairon, Asya Grechka, Matthieu Cord
arXiv_CV
arXiv_CV
Transformer
Embedding
Regularization
Pose
Action
Attention
PDF
-
Reinforcement Learning with Intrinsic Affinity for Personalized Asset Management
Charl Maree, Christian W. Omlin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
PDF
-
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation
Keqi Deng, Shinji Watanabe, Jiatong Shi, Siddhant Arora
arXiv_CL
arXiv_CL
Transformer
Recognition
Regularization
Speech
Pose
Action
Classification
Attention
Speech_Recognition
PDF
-
Jacobian Ensembles Improve Robustness Trade-offs to Adversarial Attacks
Kenneth T. Co, David Martinez-Rego, Zhongyuan Hau, Emil C. Lupu
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Classification
PDF
-
GraphHop++: New Insights into GraphHop and Its Enhancement
Tian Xie, Rajgopal Kannan, C.-C. Jay Kuo
arXiv_AI
arXiv_AI
Enhancement
Recognition
Optimization
Regularization
Pose
Classification
CNN
PDF
-
Quaternion Optimized Model with Sparse Regularization for Color Image Recovery
Liqiao Yang, Yang Liu, Kit Ian Kou
arXiv_CV
arXiv_CV
Optimization
Sparse
Regularization
Pose
PDF
-
Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images
Wele Gedara Chaminda Bandara, Vishal M. Patel
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Pose
Detection
PDF
-
Caption Feature Space Regularization for Audio Captioning
Yiming Zhang, Hong Yu, Ruoyi Du, Zhanyu Ma, Yuan Dong
arXiv_SD
arXiv_SD
Optimization
Regularization
Pose
Contrastive_Learning
Caption
PDF
-
Tracking monocular camera pose and deformation for SLAM inside the human body
Juan J. Gomez Rodriguez, J.M.M Montiel, Juan D. Tardos
arXiv_CV
arXiv_CV
Tracking
3D
Regularization
Pose
SLAM
Medical
Autonomous
PDF
-
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization
Menglin Yang, Min Zhou, Jiahong Liu, Defu Lian, Irwin King
arXiv_AI
arXiv_AI
Embedding
Optimization
Regularization
Pose
Recommendation
PDF
-
Multi-scale Anomaly Detection for Big Time Series of Industrial Sensors
Quan Ding, Shenghua Liu, Bin Zhou, Huawei Shen, Xueqi Cheng
arXiv_AI
arXiv_AI
Reconstruction
Optimization
Gesture
Regularization
Adversarial
Pose
Detection
GAN
PDF
-
DR-GAN: Distribution Regularization for Text-to-Image Generation
Hongchen Tan, Xiuping Liu, Baocai Yin, Xin Li
arXiv_CV
arXiv_CV
Regularization
Adversarial
Attention
GAN
PDF
-
Accelerated MRI With Deep Linear Convolutional Transform Learning
Hongyi Gu, Burhaneddin Yaman, Steen Moeller, Il Yong Chun, Mehmet Akçakaya
arXiv_CV
arXiv_CV
Reconstruction
Sparse
Regularization
Pose
Deep_Learning
CNN
Inference
PDF
-
Fast Multi-grid Methods for Minimizing Curvature Energy
Zhenwei Zhang, Ke Chen, Yuping Duan
arXiv_CV
arXiv_CV
Reconstruction
Restoration
Regularization
Pose
Denoising
PDF
-
Pushing the Performance Limit of Scene Text Recognizer without Human Annotation
Caiyuan Zheng, Hui Li, Seon-Min Rhee, Seungju Han, Jae-Joon Han, Peng Wang
arXiv_CV
arXiv_CV
Recognition
Regularization
Knowledge
Pose
Scene_Text
Attention
PDF
-
Towards Building a Personalized Dialogue Generator via Implicit User Persona Detection
Itsugun Cho, Dongyang Wang, Ryota Takahashi, Hiroaki Saito
arXiv_CL
arXiv_CL
Regularization
Pose
Detection
Inference
PDF
-
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph
Tong Yang, Yifei Wang, Long Sha, Jan Engelbrecht, Pengyu Hong
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Regularization
Knowledge
Knowledge_Graph
Pose
Relation
Prediction
PDF
-
Dense Learning based Semi-Supervised Object Detection
Binghui Chen, Pengyu Li, Xiang Chen, Biao Wang, Lei Zhang, Xian-Sheng Hua
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Object_Detection
PDF
-
BEHM-GAN: Bandwidth Extension of Historical Music using Generative Adversarial Networks
Eloi Moliner, Vesa Välimäki
arXiv_SD
arXiv_SD
Restoration
Regularization
Adversarial
Pose
Denoising
GAN
PDF
-
CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection
Parag Dutta, Souvic Chakraborty, Sumegh Roychowdhury, Animesh Mukherjee
arXiv_CL
arXiv_CL
Regularization
Speech
Self-Supervised
Pose
Action
Detection
PDF
-
Local Feature Swapping for Generalization in Reinforcement Learning
David Bertoin (IMT), Emmanuel Rachelson (DMIA)
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
Deep_Learning
Relation
PDF
-
A Novel Approach to Train Diverse Types of Language Models for Health Mention Classification of Tweets
Pervaiz Iqbal Khan, Imran Razzak, Andreas Dengel, Sheraz Ahmed
arXiv_CL
arXiv_CL
Transformer
Regularization
Adversarial
Pose
Classification
Detection
Language_Model
PDF
-
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling
Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang
arXiv_CL
arXiv_CL
Unsupervised
Regularization
Knowledge
Self-Supervised
Contrastive_Learning
Action
Few-Shot
Language_Model
PDF
-
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems
Vishal Sunder, Eric Fosler-Lussier, Samuel Thomas, Hong-Kwang J. Kuo, Brian Kingsbury
arXiv_CL
arXiv_CL
Embedding
Recognition
Bert
Regularization
Knowledge
Speech
Attention
PDF
-
Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures
Giovanni Bonetta, Matteo Ribero, Rossella Cancelliere
arXiv_CL
arXiv_CL
Sparse
Regularization
Pose
Classification
Deep_Learning
Image_Classification
PDF
-
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
Jungbeom Lee, Eunji Kim, Jisoo Mok, Sungroh Yoon
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Adversarial
Classification
PDF
-
FedCorr: Multi-Stage Federated Learning for Label Noise Correction
Jingyi Xu, Zihan Chen, Tony Q.S. Quek, Kai Fong Ernest Chong
arXiv_AI
arXiv_AI
Regularization
Pose
Prediction
PDF
-
HINNPerf: Hierarchical Interaction Neural Network for Performance Prediction of Configurable Systems
Jiezhu Cheng, Cuiyun Gao, Zibin Zheng
arXiv_AI
arXiv_AI
Embedding
Regularization
Pose
Action
Prediction
PDF
-
CD$^2$-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
Yiqing Shen, Yuyin Zhou, Lequan Yu
arXiv_CV
arXiv_CV
Regularization
Pose
Medical
PDF
-
No Task Left Behind: Multi-Task Learning of Knowledge Tracing and Option Tracing for Better Student Assessment
Suyeong An, Junghoon Kim, Minsam Kim, Juneyoung Park
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Deep_Learning
Prediction
PDF
-
The Effects of Regularization and Data Augmentation are Class Dependent
Randall Balestriero, Leon Bottou, Yann LeCun
arXiv_CV
arXiv_CV
Regularization
Classification
PDF
-
Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
arXiv_AI
arXiv_AI
Embedding
Handwriting
Regularization
Pose
Classification
Relation
Inference
Matching
PDF
-
Multi-Sample $ζ$-mixup: Richer, More Realistic Synthetic Samples from a $p$-Series Interpolant
Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh
arXiv_CV
arXiv_CV
Regularization
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
-
Semi-DRDNet Semi-supervised Detail-recovery Image Deraining Network via Unpaired Contrastive Learning
Yiyang Shen, Sen Deng, Wenhan Yang, Mingqiang Wei, Haoran Xie, XiaoPing Zhang, Jing Qin, Meng Wang
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Contrastive_Learning
PDF
-
Training-Free Robust Multimodal Learning via Sample-Wise Jacobian Regularization
Zhengqi Gao, Sucheng Ren, Zihui Xue, Siting Li, Hang Zhao
arXiv_SD
arXiv_SD
Optimization
Regularization
Adversarial
Pose
PDF
-
Adversarial Robustness through the Lens of Convolutional Filters
Paul Gavrikov, Janis Keuper
arXiv_AI
arXiv_AI
Sparse
Regularization
Adversarial
Deep_Learning
CNN
Prediction
PDF
-
Bimodal Distributed Binarized Neural Networks
Tal Rozen, Moshe Kimhi, Brian Chmiel, Avi Mendelson, Chaim Baskin
arXiv_CV
arXiv_CV
Quantization
Regularization
Pose
PDF
-
Evolving Neural Selection with Adaptive Regularization
Li Ding, Lee Spector
arXiv_CV
arXiv_CV
Recognition
Regularization
Pose
Prediction
PDF
-
DAD: Data-free Adversarial Defense at Test Time
Gaurav Kumar Nayak, Ruchit Rawal, Anirban Chakraborty
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Adversarial
Pose
Detection
Prediction
PDF
-
Optimizing the Consumption of Spiking Neural Networks with Activity Regularization
Simon Narduzzi, Siavash A. Bigdeli, Shih-Chii Liu, L. Andrea Dunbar
arXiv_CV
arXiv_CV
Regularization
Activity
Inference
PDF
-
Kernel Extreme Learning Machine Optimized by the Sparrow Search Algorithm for Hyperspectral Image Classification
Zhixin Yan, Jiawei Huang, Kehua Xiang
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Classification
Image_Classification
PDF
-
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image
Dejia Xu, Yifan Jiang, Peihao Wang, Zhiwen Fan, Humphrey Shi, Zhangyang Wang
arXiv_CV
arXiv_CV
Sparse
Regularization
PDF
-
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency
Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha
arXiv_CV
arXiv_CV
Unsupervised
Style_Transfer
Regularization
Pose
Quantitative
Relation
Attention
Optical_Flow
PDF
-
CipherDAug: Ciphertext based Data Augmentation for Neural Machine Translation
Nishant Kambhatla, Logan Born, Anoop Sarkar
arXiv_CL
arXiv_CL
Transformer
Regularization
Pose
PDF
-
Graph-in-Graph : Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications
Kamilia Mullakaeva, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Classification
Relation
Prediction
PDF
-
Multifaceted Improvements for Conversational Open-Domain Question Answering
Tingting Liang, Yixuan Jiang, Congying Xia, Ziqiang Zhao, Yuyu Yin, Philip S. Yu
arXiv_CL
arXiv_CL
Regularization
Knowledge
Pose
Face
Inference
QA
PDF
-
A Survey of Robust 3D Object Detection Methods in Point Clouds
Walter Zimmer, Emec Ercelik, Xingcheng Zhou, Xavier Jair Diaz Ortiz, Alois Knoll
arXiv_CV
arXiv_CV
Point_Cloud
3D
Regularization
Review
Pose
Survey
Detection
Object_Detection
Attention
Autonomous
PDF
-
A Closer Look at Rehearsal-Free Continual Learning
James Seale Smith, Junjiao Tian, Yen-Chang Hsu, Zsolt Kira
arXiv_CV
arXiv_CV
Regularization
Knowledge
Prediction
PDF
-
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
3D
Regularization
Pose
Face
Autonomous
PDF
-
Revisiting Document Image Dewarping by Grid Regularization
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Optical_Flow
PDF
-
Learning Decoupling Features Through Orthogonality Regularization
Li Wang, Rongzhi Gu, Weiji Zhuang, Peng Gao, Yujun Wang, Yuexian Zou
arXiv_SD
arXiv_SD
Regularization
Speech
Pose
PDF
-
Knowledge-Spreader: Learning Facial Action Unit Dynamics with Extremely Limited Labels
Xiaotian Li, Xiang Zhang, Taoyue Wang, Lijun Yin
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Emotion
Action
Detection
Relation
PDF
-
Self-Distillation from the Last Mini-Batch for Consistency Regularization
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Classification
PDF
-
Self-supervised 360$^{circ}$ Room Layout Estimation
Hao-Wen Ting, Cheng Sun, Hwann-Tzong Chen
arXiv_CV
arXiv_CV
Sparse
Regularization
Self-Supervised
Pose
Prediction
PDF
-
ReplaceBlock: An improved regularization method based on background information
Zhemin Zhang, Xun Gong, Jinyi Wu
arXiv_CV
arXiv_CV
Regularization
Pose
Attention
CNN
PDF
-
Fine-Grained Object Classification via Self-Supervised Pose Alignment
Xuhui Yang, Yaowei Wang, Ke Chen, Yong Xu, Yonghong Tian
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Self-Supervised
Pose
Classification
PDF
-
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed H. Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed Tewfik
arXiv_SD
arXiv_SD
RNN
Regularization
Knowledge
Speech
Pose
Detection
PDF
-
Disentangled3D: Learning a 3D Generative Model with Disentangled Geometry and Appearance from Monocular Images
Ayush Tewari, Mallikarjun B R, Xingang Pan, Ohad Fried, Maneesh Agrawala, Christian Theobalt
arXiv_CV
arXiv_CV
3D
Regularization
Self-Supervised
Pose
GAN
PDF
-
Deep Equilibrium Assisted Block Sparse Coding of Inter-dependent Signals: Application to Hyperspectral Imaging
Alexandros Gkillas, Dimitris Ampeliotis, Kostas Berberidis
arXiv_CV
arXiv_CV
Optimization
Sparse
Regularization
Pose
Deep_Learning
Denoising
PDF
-
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis
Zhiheng Li, Martin Renqiang Min, Kai Li, Chenliang Xu
arXiv_CV
arXiv_CV
Regularization
Pose
Face
Matching
PDF
-
DRSpeech: Degradation-Robust Text-to-Speech Synthesis with Frame-Level and Utterance-Level Acoustic Representation Learning
Takaaki Saeki, Kentaro Tachibana, Ryuichi Yamamoto
arXiv_SD
arXiv_SD
Embedding
Represenation_Learning
Regularization
Speech
Pose
PDF
-
Learning a Structured Latent Space for Unsupervised Point Cloud Completion
Yingjie Cai, Kwan-Yee Lin, Chao Zhang, Qiang Wang, Xiaogang Wang, Hongsheng Li
arXiv_CV
arXiv_CV
Unsupervised
Point_Cloud
3D
Regularization
Pose
PDF
-
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction
De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun
arXiv_CV
arXiv_CV
Surveillance
Reconstruction
Regularization
Pose
PDF
-
Evolving Multi-Label Fuzzy Classifier
Edwin Lughofer
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Classification
Relation
Attention
PDF
-
Agreement or Disagreement in Noise-tolerant Mutual Learning?
Jiarun Liu, Daguang Jiang, Yukun Yang, Ruirui Li
arXiv_AI
arXiv_AI
Regularization
Pose
Deep_Learning
PDF
-
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation
Xiaoqing Guo, Jie Liu, Tongliang Liu, Yiyuan Yuan
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Knowledge
Pose
PDF
-
Smooth Robust Tensor Completion for Background/Foreground Separation with Missing Pixels: Novel Algorithm with Convergence Guarantee
Bo Shen, Weijun Xie, Zhenyu Kong
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Energy-based Latent Aligner for Incremental Learning
K J Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Vineeth N Balasubramanian
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Deep_Learning
Detection
Object_Detection
PDF
-
PAEDID: Patch Autoencoder Based Deep Image Decomposition For Pixel-level Defective Region Segmentation
Shancong Mou, Meng Cao, Haoping Bai, Ping Huang, Jianjun Shi, Jiulong Shan
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Unsupervised
Regularization
Pose
Action
Detection
Contour
Inference
PDF
-
Local-Adaptive Face Recognition via Graph-based Meta-Clustering and Regularized Adaptation
Wenbin Zhu, Chien-Yi Wang, Kuan-Lun Tseng, Shang-Hong Lai, Baoyuan Wang
arXiv_CV
arXiv_CV
Embedding
Recognition
Optimization
Regularization
Pose
Face
Face_Recognition
PDF
-
MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices
Dixian Zhu, Xiaodong Wu, Tianbao Yang
arXiv_AI
arXiv_AI
Optimization
Regularization
Classification
Deep_Learning
PDF
-
A Cross-Domain Approach for Continuous Impression Recognition from Dyadic Audio-Visual-Physio Signals
Yuanchao Li, Catherine Lai
arXiv_SD
arXiv_SD
Enhancement
Recognition
Regularization
Knowledge
Pose
Relation
Attention
PDF
-
Continuous Dynamic-NeRF: Spline-NeRF
Julian Knodt
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
PDF
-
Class-Incremental Learning for Action Recognition in Videos
Jaeyoo Park, Minsoo Kang, Bohyung Han
arXiv_CV
arXiv_CV
Recognition
Regularization
Knowledge
Pose
Action_Recognition
Action
PDF
-
Continual Test-Time Domain Adaptation
Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai
arXiv_CV
arXiv_CV
Segmentation
Regularization
Knowledge
Pose
Classification
Prediction
PDF
-
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation
Sho Takase, Tatsuya Hiraoka, Naoaki Okazaki
arXiv_CL
arXiv_CL
Segmentation
Regularization
Pose
Inference
Prediction
PDF
-
Tackling Online One-Class Incremental Learning by Removing Negative Contrasts
Nader Asadi, Sudhir Mudur, Eugene Belilovsky
arXiv_AI
arXiv_AI
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Towards Exemplar-Free Continual Learning in Vision Transformers: an Account of Attention, Functional and Weight Regularization
Francesco Pelosin, Saurav Jha, Andrea Torsello, Bogdan Raducanu, Joost van de Weijer
arXiv_CV
arXiv_CV
Transformer
Embedding
Recognition
Regularization
Knowledge
Pose
Attention
PDF
-
Repairing Group-Level Errors for DNNs Using Weighted Regularization
Ziyuan Zhong, Yuchi Tian, Conor J.Sweeney, Vicente Ordonez-Roman, Baishakhi Ray
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Image_Classification
Inference
PDF
-
Feature visualization for convolutional neural network models trained on neuroimaging data
Fabian Eitel, Anna Melkonyan, Kerstin Ritter
arXiv_CV
arXiv_CV
Regularization
Knowledge
Classification
Detection
CNN
PDF
-
A Deep-Discrete Learning Framework for Spherical Surface Registration
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Pose
Face
Classification
Deep_Learning
PDF
-
Industrial Style Transfer with Large-scale Geometric Warping and Content Preservation
Jinchao Yang, Fei Guo, Shuo Chen, Jun Li, Jian Yang
arXiv_CV
arXiv_CV
Unsupervised
Style_Transfer
Regularization
Knowledge
Pose
PDF
-
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation
Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Contrastive_Learning
Face
GAN
PDF
-
Enhancing Classifier Conservativeness and Robustness by Polynomiality
Ziqi Wang, Marco Loog
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
PDF
-
Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization
Alp Yurtsever, Tolga Birdal, Vladislav Golyanik
arXiv_CV
arXiv_CV
Optimization
Regularization
QA
Matching
PDF
-
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection
Tulika Bose, Nikolaos Aletras, Irina Illina, Dominique Fohr
arXiv_CL
arXiv_CL
Regularization
Speech
Pose
Detection
Relation
PDF
-
ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention
Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Transformer
Text_Classification
Sparse
Regularization
Pose
Classification
Attention
QA
PDF
-
Scale-Equivalent Distillation for Semi-Supervised Object Detection
Qiushan Guo, Yao Mu, Jianyu Chen, Tianqi Wang, Yizhou Yu, Ping Luo
arXiv_CV
arXiv_CV
Regularization
Knowledge
Pose
Detection
Object_Detection
PDF
-
Deep Portrait Delighting
Joshua Weir, Junhong Zhao, Andrew Chalmers, Taehyun Rhee
arXiv_CV
arXiv_CV
Regularization
Face
PDF
-
GradViT: Gradient Inversion of Vision Transformers
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov
arXiv_CV
arXiv_CV
Transformer
Optimization
Regularization
Pose
Quantitative
Attention
Matching
PDF
-
Task-guided Disentangled Tuning for Pretrained Language Models
Jiali Zeng, Yufan Jiang, Shuangzhi Wu, Yongjing Yin, Mu Li
arXiv_CL
arXiv_CL
Regularization
Pose
Language_Model
PDF
-
Domain Generalization by Mutual-Information Regularization with Pre-trained Models
Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun
arXiv_CV
arXiv_CV
Regularization
PDF
-
The activity-weight duality in feed forward neural networks: The geometric determinants of generalization
Yu Feng, Yuhai Tu
arXiv_AI
arXiv_AI
Gradient_Descent
Regularization
Pose
Activity
PDF
-
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition
Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang
arXiv_CL
arXiv_CL
Recognition
Regularization
Adversarial
Pose
PDF
-
Small Batch Sizes Improve Training of Low-Resource Neural MT
Àlex R. Atrio, Andrei Popescu-Belis
arXiv_AI
arXiv_AI
Transformer
Regularization
PDF
-
Hierarchical Inductive Transfer for Continual Dialogue Learning
Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
PDF
-
Attri-VAE: attribute-based, disentangled and interpretable representations of medical images with variational autoencoders
Irem Cetin, Oscar Camara, Miguel Angel Gonzalez Ballester
arXiv_AI
arXiv_AI
Reconstruction
Regularization
Pose
Quantitative
Deep_Learning
Relation
Attention
Medical
PDF
-
TO-FLOW: Efficient Continuous Normalizing Flows with Temporal Optimization adjoint with Moving Speed
Shian Du, Yihong Luo, Wei Chen, Jian Xu, Delu Zeng
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
PDF
-
Nonnegative-Constrained Joint Collaborative Representation with Union Dictionary for Hyperspectral Anomaly Detection
Shizhen Chang, Pedram Ghamisi
arXiv_CV
arXiv_CV
Image_Caption
Optimization
Regularization
Pose
Detection
Object_Detection
PDF
-
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation
Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Prediction
PDF
-
Elastica Models for Color Image Regularization
Hao Liu, Xue-Cheng Tai, Ron Kimmel, Roland Glowinski
arXiv_CV
arXiv_CV
3D
Regularization
Pose
Face
Relation
PDF
-
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization
Kangbo Sun, Jie Zhu
arXiv_CV
arXiv_CV
Weakly_Supervised
Regularization
Pose
Classification
Prediction
PDF
-
Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space
Tatsuya Yokota
arXiv_SD
arXiv_SD
Reconstruction
Embedding
Inpainting
Sparse
Regularization
Pose
CNN
PDF
-
One-Shot Adaptation of GAN in Just One CLIP
Gihyun Kwon, Jong Chul Ye
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Quantitative
Relation
GAN
PDF
-
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
Giuseppe Attanasio, Debora Nozza, Dirk Hovy, Elena Baralis
arXiv_CL
arXiv_CL
Bert
Regularization
Knowledge
Speech
Pose
Classification
Detection
Attention
Prediction
PDF
-
An Active Contour Model with Local Variance Force Term and Its Efficient Minimization Solver for Multi-phase Image Segmentation
Chaoyu Liu, Zhonghua Qiao, Qian Zhang
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Contour
PDF
-
Learning Representation for Bayesian Optimization with Collision-free Regularization
Fengxue Zhang, Brian Nord, Yuxin Chen
arXiv_AI
arXiv_AI
Embedding
Optimization
Regularization
Pose
PDF
-
Non-isotropy Regularization for Proxy-based Deep Metric Learning
Karsten Roth, Oriol Vinyals, Zeynep Akata
arXiv_CV
arXiv_CV
Regularization
Pose
Relation
PDF
-
Revitalize Region Feature for Democratizing Video-Language Pre-training
Guanyu Cai, Yixiao Ge, Alex Jinpeng Wang, Rui Yan, Xudong Lin, Ying Shan, Lianghua He, Xiaohu Qie, Jianping Wu, Mike Zheng Shou
arXiv_CV
arXiv_CV
OCR
Sparse
Regularization
Relation
Video_Retrieval
PDF
-
NeILF: Neural Incident Light Field for Physically-based Material Estimation
Yao Yao, Jingyang Zhang, Jingbo Liu, Yihang Qu, Tian Fang, David McKinnon, Yanghai Tsin, Long Quan
arXiv_CV
arXiv_CV
Bert
Optimization
Regularization
Pose
Face
PDF
-
Don't Get Me Wrong: How to apply Deep Visual Interpretations to Time Series
Christoffer Loeffler, Wei-Cheng Lai, Bjoern Eskofier, Dario Zanca, Lukas Schmidt, Christopher Mutschler
arXiv_AI
arXiv_AI
Segmentation
Regularization
Pose
Classification
Deep_Learning
Recommendation
PDF
-
CAR: Class-aware Regularizations for Semantic Segmentation
Ye Huang, Di Kang, Liang Chen, Xuefei Zhe, Wenjing Jia, Xiangjian He, Linchao Bao
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
OCR
Represenation_Learning
Regularization
Pose
Inference
Prediction
PDF
-
Disentangled Representation Learning for Text-Video Retrieval
Qiang Wang, Yanhao Zhang, Yun Zheng, Pan Pan, Xian-Sheng Hua
arXiv_CV
arXiv_CV
Optimization
Represenation_Learning
Regularization
Pose
Action
Relation
Video_Retrieval
Matching
PDF
-
Rethinking Minimal Sufficient Representation in Contrastive Learning
Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
SimMatch: Semi-supervised Learning with Similarity Matching
Mingkai Zheng, Shan You, Lang Huang, Fei Wang, Chen Qian, Chang Xu
arXiv_CV
arXiv_CV
Regularization
Pose
Relation
Prediction
Matching
PDF
-
Worst Case Matters for Few-Shot Recognition
Minghao Fu, Yun-Hao Cao, Jianxin Wu
arXiv_AI
arXiv_AI
Recognition
Regularization
Pose
Few-Shot
PDF
-
A Survey in Adversarial Defences and Robustness in NLP
Shreya Goyal, Sumanth Doddapaneni, Mitesh M.Khapra, Balaraman Ravindran
arXiv_CL
arXiv_CL
Recognition
Text_Classification
Regularization
Review
Adversarial
Pose
Survey
Classification
PDF
-
Differentiated Relevances Embedding for Group-based Referring Expression Comprehension
Fuhai Chen, Xiaoshuai Sun, Xuri Ge, Jianzhuang Liu, Yongjian Wu, Feiyue Huang, Rongrong Ji
arXiv_CV
arXiv_CV
Embedding
Regularization
Pose
PDF
-
On-the-Fly Test-time Adaptation for Medical Image Segmentation
Jeya Maria Jose Valanarasu, Pengfei Guo, Vibashan VS, Vishal M. Patel
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Zero-Shot
Regularization
Pose
Deep_Learning
Medical
CNN
Inference
PDF
-
Multi-Channel Convolutional Analysis Operator Learning for Dual-Energy CT Reconstruction
Alessandro Perelli, Suxer Alfonso Garcia, Alexandre Bousse, Jean-Pierre Tasu, Nikolaos Efthimiadis, Dimitris Visvikis
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Sparse
Regularization
Pose
Quantitative
CNN
PDF
-
Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging
Ekaterina Kuzmina, Artem Razumov, Oleg Y. Rogov, Elfar Adalsteinsson, Jacob White, Dmitry V. Dylov
arXiv_CV
arXiv_CV
Restoration
Optimization
Regularization
Pose
Emotion
Deep_Learning
PDF
-
Look Backward and Forward: Self-Knowledge Distillation with Bidirectional Decoder for Neural Machine Translation
Xuanwei Zhang, Libin Shen, Disheng Pan, Liang Wang, Yanjun Miao
arXiv_CL
arXiv_CL
Transformer
Regularization
Knowledge
Pose
NMT
Prediction
PDF
-
Label-efficient Hybrid-supervised Learning for Medical Image Segmentation
Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Medical
PDF
-
MetAug: Contrastive Learning via Meta Feature Augmentation
Jiangmeng Li, Wenwen Qiang, Changwen Zheng, Bing Su, Hui Xiong
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
Contrastive_Learning
PDF
-
The Transitive Information Theory and its Application to Deep Generative Models
Trung Ngo, Ville Hautamäki, Merja Heinäniemi
arXiv_AI
arXiv_AI
Reconstruction
Regularization
Inference
PDF
-
What Matters For Meta-Learning Vision Regression Tasks?
Ning Gao, Hanna Ziesche, Ngo Anh Vien, Michael Volpp, Gerhard Neumann
arXiv_AI
arXiv_AI
Pose_Estimation
Regularization
Pose
Contrastive_Learning
Quantitative
Classification
Deep_Learning
Few-Shot
Recommendation
PDF
-
FlexIT: Towards Flexible Semantic Image Translation
Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord
arXiv_CV
arXiv_CV
Embedding
Regularization
Pose
Face
GAN
PDF
-
Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing
Chao Lou, Songlin Yang, Kewei Tu
arXiv_CL
arXiv_CL
Recognition
Regularization
Pose
Detection
Attention
Inference
PDF
-
CITS: Coherent Ising Tree Search Algorithm Towards Solving Combinatorial Optimization Problems
Cen Yunuo, Das Debasis, Fong Xuanyao
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Attention
PDF
-
End-to-End Semi-Supervised Learning for Video Action Detection
Akash Kumar, Yogesh Singh Rawat
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Action
Classification
Detection
Prediction
PDF
-
Gait Recognition with Mask-based Regularization
Chuanfu Shen, Beibei Lin, Shunli Zhang, George Q. Huang, Shiqi Yu, Xin Yu
arXiv_CV
arXiv_CV
Recognition
Gait_Recognition
Regularization
Pose
CNN
PDF
-
Policy Regularization for Legible Behavior
Michele Persiani, Thomas Hellström
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
Action
PDF
-
Universal Prototype Transport for Zero-Shot Action Recognition and Localization
Pascal Mettes
arXiv_CV
arXiv_CV
Recognition
Zero-Shot
Regularization
Pose
Action_Recognition
Action
Classification
Inference
PDF
-
Visual anomaly detection in video by variational autoencoder
Faraz Waseem (yahoo), Rafael Perez Martinez (Stanford University), Chris Wu (Stanford University)
arXiv_CV
arXiv_CV
Surveillance
Unsupervised
RNN
Regularization
Detection
CNN
PDF
-
Unknown-Aware Object Detection: Learning What You Don't Know from Videos in the Wild
Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Object_Detection
Prediction
PDF
-
Barlow constrained optimization for Visual Question Answering
Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars
arXiv_CV
arXiv_CV
Embedding
Optimization
Regularization
Pose
Action
Relation
VQA
QA
PDF
-
Multi-Modal Attribute Extraction for E-Commerce
Aloïs De la Comble, Anuvabh Dutt, Pablo Montalvo, Aghiles Salah
arXiv_CV
arXiv_CV
Regularization
Pose
Action
GAN
PDF
-
Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context
Nan Su, Yuchi Zhang, Chao Liu, Bingzhu Du, Yongliang Wang
arXiv_CL
arXiv_CL
Recognition
Regularization
Pose
Emotion
Inference
PDF
-
Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer
Shengshan Hu, Xiaogeng Liu, Yechao Zhang, Minghui Li, Leo Yu Zhang, Hai Jin, Libing Wu
arXiv_CV
arXiv_CV
Surveillance
Recognition
Regularization
Adversarial
Pose
Face
Face_Recognition
GAN
PDF
-
Differentially Private Federated Learning with Local Regularization and Sparsification
Anda Cheng, Peisong Wang, Xi Sheryl Zhang, Jian Cheng
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation
Cong Cao, Tianwei Lin, Dongliang He, Fu Li, Huanjing Yue, Jingyu Yang, Errui Ding
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Semantic_Segmentation
Regularization
Adversarial
Pose
PDF
-
The Impact of Differential Privacy on Group Disparity Mitigation
Victor Petrén Bach Hansen, Atula Tejaswi Neerkaje, Ramit Sawhney, Lucie Flek, Anders Søgaard
arXiv_CL
arXiv_CL
Regularization
PDF
-
MaxDropoutV2: An Improved Method to Drop out Neurons in Convolutional Neural Networks
Claudio Filipi Goncalves do Santos, Mateus Roder, Leandro A. Passos, João P. Papa
arXiv_CV
arXiv_CV
Regularization
Pose
Deep_Learning
CNN
PDF
-
IDmUNet: A new image decomposition induced network for sparse feature segmentation
Yumeng Ren (1), Yiming Gao (2), Chunlin Wu (1), Xue-cheng Tai (3) ((1) School of Mathematical Sciences, Nankai University, Tianjin, China (2) College of Science, Nanjing University of Aeronautics and Astronautics, Nanjing, China (3) Department of Mathematics, Hong Kong Baptist University, China )
arXiv_CV
arXiv_CV
Segmentation
Sparse
Regularization
Pose
Medical
PDF
-
Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection
Pang Youwei, Zhao Xiaoqi, Xiang Tian-Zhu, Zhang Lihe, Lu Huchuan
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Object_Detection
Prediction
PDF
-
Boosting Crowd Counting via Multifaceted Attention
Hui Lin, Zhiheng Ma, Rongrong Ji, Yaowei Wang, Xiaopeng Hong
arXiv_CV
arXiv_CV
Transformer
Regularization
Pose
Face
Relation
Attention
PDF
-
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window
Habib Ben Abdallah, Christopher J. Henry, Sheela Ramanna
arXiv_CV
arXiv_CV
Recognition
3D
Regularization
Pose
CNN
PDF
-
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation
Wenqiao Zhang, Lei Zhu, James Hallinan, Andrew Makmur, Shengyu Zhang, Qingpeng Cai, Beng Chin Ooi
arXiv_AI
arXiv_AI
Regularization
Adversarial
Pose
Classification
Medical
Prediction
PDF
-
Patch Similarity Aware Data-Free Quantization for Vision Transformers
Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu
arXiv_CV
arXiv_CV
Transformer
Quantization
Regularization
Pose
Attention
CNN
PDF
-
Convolutional Analysis Operator Learning by End-To-End Training of Iterative Neural Networks
Andreas Kofler, Christian Wald, Tobias Schaeffter, Markus Haltmeier, Christoph Kolbitsch
arXiv_CV
arXiv_CV
Reconstruction
Regularization
CNN
PDF
-
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
Chengwei Qin, Shafiq Joty
arXiv_CL
arXiv_CL
Embedding
Regularization
Knowledge
Self-Supervised
Pose
Relation
Few-Shot
PDF
-
Nonlinear predictive models computation in ADPCM schemes
Marcos Faundez-Zanuy
arXiv_SD
arXiv_SD
Regularization
Speech
Pose
Prediction
PDF
-
Recovering 3D Human Mesh from Monocular Images: A Survey
Yating Tian, Hongwen Zhang, Yebin Liu, Limin Wang
arXiv_CV
arXiv_CV
3D
Optimization
Regularization
Knowledge
Pose
Survey
Deep_Learning
Attention
PDF
-
Sparse Bayesian Optimization
Sulin Liu, Qing Feng, David Eriksson, Benjamin Letham, Eytan Bakshy
arXiv_AI
arXiv_AI
Optimization
Sparse
Regularization
Pose
Recommendation
PDF
-
Understanding Failure Modes of Self-Supervised Learning
Neha Mukund Kalibhat, Kanika Narang, Liang Tan, Hamed Firooz, Maziar Sanjabi, Soheil Feizi
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Pose
Classification
PDF
-
On Learning Contrastive Representations for Learning with Noisy Labels
Li Yi, Sheng Liu, Qi She, A. Ian McLeod, Boyu Wang
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Pose
PDF
-
Weakly Supervised Object Localization as Domain Adaption
Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu
arXiv_CV
arXiv_CV
Weakly_Supervised
Regularization
Pose
Classification
PDF
-
Constrained unsupervised anomaly segmentation
Julio Silva-Rodríguez, Valery Naranjo, Jose Dolz
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Optimization
Regularization
Knowledge
Pose
Attention
PDF
-
$β$-DARTS: Beta-Decay Regularization for Differentiable Architecture Search
Peng Ye, Baopu Li, Yikang Li, Tao Chen, Jiayuan Fan, Wanli Ouyang
arXiv_AI
arXiv_AI
NAS
Regularization
Pose
Attention
PDF
-
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
Chanyong Jung, Gihyun Kwon, Jong Chul Ye
arXiv_CV
arXiv_CV
Regularization
Pose
Contrastive_Learning
Relation
GAN
PDF
-
CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
Ke Zhang, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Medical
PDF
-
iMVS: Improving MVS Networks by Learning Depth Discontinuities
Nail Ibrahimli, Hugo Ledoux, Julian Kooij, Liangliang Nan
arXiv_CV
arXiv_CV
Reconstruction
Regularization
PDF
-
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation
Yicheng Wu, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, Jianfei Cai
arXiv_CV
arXiv_CV
Segmentation
Regularization
Adversarial
Pose
Medical
PDF
-
Weakly Supervised Correspondence Learning
Zihan Wang, Zhangjie Cao, Yilun Hao, Dorsa Sadigh
arXiv_AI
arXiv_AI
Unsupervised
Weakly_Supervised
Regularization
Pose
Action
PDF
-
Global-Local Regularization Via Distributional Robustness
Hoang Phan, Trung Le, Trung Phung, Tuan Anh Bui, Nhat Ho, Dinh Phung
arXiv_AI
arXiv_AI
Optimization
Regularization
Adversarial
Pose
PDF
-
Robust Training under Label Noise by Over-parameterization
Sheng Liu, Zhihui Zhu, Qing Qu, Chong You
arXiv_AI
arXiv_AI
Sparse
Regularization
Pose
Classification
PDF
-
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection
Koya Tango, Takehiko Ohkawa, Ryosuke Furuta, Yoichi Sato
arXiv_AI
arXiv_AI
Regularization
Pose
Detection
Object_Detection
PDF
-
TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis
Qinghua Zhao, Shuai Ma
arXiv_AI
arXiv_AI
Sentiment_Classification
Regularization
Pose
Classification
Sentiment
GAN
PDF
-
TC-Net: Triple Context Network for Automated Stroke Lesion Segmentation
Xiuquan Du, Kunpeng Ma
arXiv_CV
arXiv_CV
Segmentation
3D
Regularization
Pose
Face
Attention
CNN
PDF
-
Quality-aware News Recommendation
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
arXiv_CL
arXiv_CL
Regularization
Pose
Attention
Prediction
Recommendation
PDF
-
PartAfford: Part-level Affordance Discovery from 3D Objects
Chao Xu, Yixin Chen, He Wang, Song-Chun Zhu, Yixin Zhu, Siyuan Huang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Sparse
Regularization
Pose
Action
Attention
Prediction
PDF
-
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation
Zhuang Li, Lizhen Qu, Qiongkai Xu, Tongtong Wu, Tianyang Zhan, Gholamreza Haffari
arXiv_CL
arXiv_CL
Style_Transfer
Represenation_Learning
Regularization
Pose
Few-Shot
PDF
-
Topology-Preserving Segmentation Network: A Deep Learning Segmentation Framework for Connected Component
Han Zhang, Lok Ming Lui
arXiv_CV
arXiv_CV
Segmentation
3D
Regularization
Pose
Deep_Learning
Medical
PDF
-
Blind Image Super Resolution with Semantic-Aware Quantized Texture Prior
Chaofeng Chen, Xinyu Shi, Yipeng Qin, Xiaoming Li, Xiaoguang Han, Tao Yang, Shihui Guo
arXiv_CV
arXiv_CV
Super_Resolution
Regularization
Pose
GAN
Matching
PDF
-
Image reconstruction algorithms in radio interferometry: from handcrafted to learned denoisers
Matthieu Terris, Arwa Dabbech, Chao Tang, Yves Wiaux
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Optimization
Regularization
Pose
Face
Deep_Learning
Denoising
PDF
-
Improved Dual Correlation Reduction Network
Yue Liu, Sihang Zhou, Xinwang Liu, Wenxuan Tu, Xihong Yang
arXiv_AI
arXiv_AI
Embedding
Regularization
Pose
Relation
CNN
PDF
-
Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning
Xihong Yang, Xiaochang Hu, Sihang Zhou, Xinwang Liu, En Zhu
arXiv_CV
arXiv_CV
Embedding
Regularization
Pose
Contrastive_Learning
Classification
Attention
Prediction
PDF
-
Towards Unsupervised Domain Adaptation via Domain-Transformer
Ren Chuan-Xian, Zhai Yi-Ming, Luo You-Wei, Li Meng-Xue
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Optimization
Regularization
Pose
Action
Attention
CNN
PDF
-
Data-Consistent Local Superresolution for Medical Imaging
Junqi Tang
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
Medical
PDF
-
Feature reconstruction from incomplete tomographic data without detour
Simon Göppel, Jürgen Frikel, Markus Haltmeier
arXiv_CV
arXiv_CV
Reconstruction
Edge_Detection
Segmentation
Regularization
Pose
Detection
Medical
CNN
PDF
-
PointMatch: A Consistency Training Framework for Weakly SupervisedSemantic Segmentation of 3D Point Clouds
Yushuang Wu, Zizheng Yan, Shengcai Cai, Guanbin Li, Yizhou Yu, Xiaoguang Han, Shuguang Cui
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Point_Cloud
3D
Weakly_Supervised
Sparse
Represenation_Learning
Regularization
Pose
Relation
Attention
PDF
-
Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild
Han Yu, Akane Sano
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Detection
Prediction
PDF
-
A Self-Supervised Descriptor for Image Copy Detection
Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Contrastive_Learning
Classification
Detection
Image_Classification
Matching
PDF
-
Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning
Dong Gong, Qingsen Yan, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi
arXiv_CV
arXiv_CV
Sparse
Regularization
Knowledge
Pose
PDF
-
Alternative design of DeepPDNet in the context of image restoration
Mingyuan Jiu, Nelly Pustelnik
arXiv_CV
arXiv_CV
Restoration
Sparse
Regularization
PDF
-
Bit-wise Training of Neural Network Weights
Cristian Ivan
arXiv_AI
arXiv_AI
Sparse
Regularization
CNN
PDF
-
Geometric Algebra based Embeddings for Staticand Temporal Knowledge Graph Completion
Chengjin Xu, Mojtaba Nayyeri, Yung-Yu Chen, Jens Lehmann
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Regularization
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Prediction
PDF
-
A Molecular Prior Distribution for Bayesian Inference Based on Wilson Statistics
Marc Aurèle Gilles, Amit Singer
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Relation
Inference
PDF
-
Single UHD Image Dehazing via Interpretable Pyramid Network
Boxue Xiao, Zhuoran Zheng, Xiang Chen, Chen Lv, Yunliang Zhuang, Tao Wang
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
PDF
-
End-to-End Training of Both Translation Models in the Back-Translation Framework
DongNyeong Heo, Heeyoul Choi
arXiv_CL
arXiv_CL
Regularization
Pose
NMT
PDF
-
Learning Smooth Neural Functions via Lipschitz Regularization
Hsueh-Ti Derek Liu, Francis Williams, Alec Jacobson, Sanja Fidler, Or Litany
arXiv_CV
arXiv_CV
Reconstruction
Point_Cloud
3D
Regularization
Quantitative
PDF
-
Improving Pedestrian Prediction Models with Self-Supervised Continual Learning
Luzia Knoedler, Chadi Salmi, Hai Zhu, Bruno Brito, Javier Alonso-Mora
arXiv_RO
arXiv_RO
Tracking
Regularization
Knowledge
Self-Supervised
Detection
Autonomous
Prediction
PDF
-
Personalized Prompt Learning for Explainable Recommendation
Lei Li, Yongfeng Zhang, Li Chen
arXiv_AI
arXiv_AI
Transformer
RNN
Regularization
Pose
Recommendation
PDF
-
L2C2: Locally Lipschitz Continuous Constraint towards Stable and Smooth Reinforcement Learning
Taisuke Kobayashi
arXiv_RO
arXiv_RO
Reinforcement_Learning
Regularization
Pose
Action
PDF
-
Continual Learning from Demonstration of Robotic Skills
Sayantan Auddy, Jakob Hollenstein, Matteo Saveriano, Antonio Rodríguez-Sánchez, Justus Piater
arXiv_RO
arXiv_RO
Regularization
Knowledge
Pose
PDF
-
Analytic Learning of Convolutional Neural Network For Pattern Recognition
Huiping Zhuang, Zhiping Lin, Yimin Yang, Kar-Ann Toh
arXiv_CV
arXiv_CV
Recognition
Regularization
Pose
Classification
CNN
Prediction
PDF
-
Supported Policy Optimization for Offline Reinforcement Learning
Jialong Wu, Haixu Wu, Zihan Qiu, Jianmin Wang, Mingsheng Long
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Regularization
Action
Inference
PDF
-
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data
Daniel Sobotka, Michael Ebner, Ernst Schwartz, Karl-Heinz Nenning, Athena Taymourtash, Tom Vercauteren, Sebastien Ourselin, Gregor Kasprian, Daniela Prayer, Georg Langs, Roxane Licandro
arXiv_CV
arXiv_CV
Reconstruction
3D
Regularization
Pose
Relation
PDF
-
Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels
Ming Li, Yingying Fang, Zeyu Tang, Chibudom Onuorah, Jun Xia, Javier Del Ser, Simon Walsh, Guang Yang
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Classification
PDF
-
A Unified Perspective on Value Backup and Exploration in Monte-Carlo Tree Search
Tuan Dam, Carlo D'Eramo, Jan Peters, Joni Pajarinen
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Pose
PDF
-
Support Vectors and Gradient Dynamics for Implicit Bias in ReLU Networks
Sangmin Lee, Byeongsu Sim, Jong Chul Ye
arXiv_AI
arXiv_AI
Gradient_Descent
Regularization
PDF
-
Noise Augmentation Is All You Need For FGSM Fast Adversarial Training: Catastrophic Overfitting And Robust Overfitting Require Different Augmentation
Chaoning Zhang, Kang Zhang, Axi Niu, Chenshuang Zhang, Jiu Feng, Chang D. Yoo, In So Kweon
arXiv_AI
arXiv_AI
Regularization
Adversarial
Pose
PDF
-
Equivariance Regularization for Image Reconstruction
Junqi Tang
arXiv_CV
arXiv_CV
Reconstruction
Gradient_Descent
Optimization
Sparse
Regularization
Pose
PDF
-
Monotonically Convergent Regularization by Denoising
Yuyang Hu, Jiaming Liu, Xiaojian Xu, Ulugbek S. Kamilov
arXiv_CV
arXiv_CV
Regularization
Compressive_Sensing
Denoising
PDF
-
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding
Yu Meng, Jiaxin Huang, Yu Zhang, Jiawei Han
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Regularization
Classification
Few-Shot
Text_Generation
Language_Model
PDF
-
Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization
Jian Zhao, Yue Zhang, Xunhan Hu, Weixun Wang, Wengang Zhou, Jianye Hao, Jiangcheng Zhu, Houqiang Li
arXiv_AI
arXiv_AI
Regularization
Pose
Action
PDF
-
Existence, Stability and Scalability of Orthogonal Convolutional Neural Networks
El Mehdi Achour (IMT), François Malgouyres (IMT), Franck Mamalet
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
CNN
PDF
-
Learning Robust Convolutional Neural Networks with Relevant Feature Focusing via Explanations
Kazuki Adachi, Shin'ya Yamaguchi
arXiv_CV
arXiv_CV
Recognition
Regularization
Pose
Relation
CNN
Inference
PDF
-
Mathematical Cookbook for Snapshot Compressive Imaging
Yaping Zhao
arXiv_CV
arXiv_CV
Optimization
Regularization
Pose
GAN
PDF
-
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations
Yonghao Xu, Pedram Ghamisi
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Sparse
Regularization
Pose
Deep_Learning
Prediction
PDF
-
Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis
Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho
arXiv_AI
arXiv_AI
Regularization
Adversarial
Pose
Classification
Attention
GAN
PDF
-
Blind leads Blind: A Zero-Knowledge Attack on Federated Learning
Jiyue Huang, Zilong Zhao, Lydia Y. Chen, Stefanie Roos
arXiv_AI
arXiv_AI
Regularization
Knowledge
Adversarial
Detection
PDF
-
Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis framework
Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Face
Classification
CNN
PDF
-
LST: Lexicon-Guided Self-Training for Few-Shot Text Classification
Hazel Kim, Jaeman Son, Yo-Sub Han
arXiv_CL
arXiv_CL
Text_Classification
Regularization
Knowledge
Classification
Few-Shot
Prediction
PDF
-
Aspect-based Sentiment Analysis through EDU-level Attentions
Ting Lin, Aixin Sun, Yequan Wang
arXiv_CL
arXiv_CL
Sparse
Regularization
Pose
Sentiment
Attention
PDF
-
Learning with Neighbor Consistency for Noisy Labels
Ahmet Iscen, Jack Valmadre, Anurag Arnab, Cordelia Schmid
arXiv_CV
arXiv_CV
Regularization
Deep_Learning
Prediction
PDF
-
Semi-Supervised Trajectory-Feedback Controller Synthesis for Signal Temporal Logic Specifications
Karen Leung, Marco Pavone
arXiv_RO
arXiv_RO
Regularization
Adversarial
Pose
Action
Quantitative
PDF
-
VOS:Learning What You Don't Know by Virtual Outlier Synthesis
Xuefeng Du, Zhaoning Wang, Mu Cai, Yixuan Li
arXiv_CV
arXiv_CV
Regularization
Classification
Detection
Object_Detection
Attention
Image_Classification
Prediction
PDF
-
Unpaired Image Super-Resolution with Optimal Transport Maps
Milena Gazdieva, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev
arXiv_CV
arXiv_CV
Super_Resolution
Optimization
Regularization
Adversarial
Pose
GAN
PDF
-
Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods
Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu
arXiv_AI
arXiv_AI
Regularization
Prediction
PDF
-
On Regularizing Coordinate-MLPs
Sameera Ramasinghe, Lachlan MacDonald, Simon Lucey
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential
Soumyadeep Pal, Matthew Tennant, Nilanjan Ray
arXiv_CV
arXiv_CV
Reconstruction
3D
Regularization
Pose
Deep_Learning
Medical
PDF
-
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation
Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain, Agniv Chatterjee
arXiv_AI
arXiv_AI
Segmentation
Regularization
Adversarial
Pose
Medical
PDF
-
A deep residual learning implementation of Metamorphosis
Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori
arXiv_CV
arXiv_CV
Segmentation
Regularization
Knowledge
Pose
Medical
Inference
PDF
-
Memory-based Message Passing: Decoupling the Message for Propogation from Discrimination
Jie Chen, Weiqi Liu, Jian Pu
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Regularization
Pose
PDF
-
Proximal denoiser for convergent plug-and-play optimization with nonconvex regularization
Samuel Hurault, Arthur Leclaire, Nicolas Papadakis
arXiv_CV
arXiv_CV
Gradient_Descent
Inpainting
Super_Resolution
Restoration
Optimization
Regularization
Pose
Denoising
PDF
-
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
Amin Ghiasi, Hamid Kazemi, Steven Reich, Chen Zhu, Micah Goldblum, Tom Goldstein
arXiv_CV
arXiv_CV
Transformer
Regularization
Knowledge
Pose
Classification
Image_Classification
PDF
-
Co-Regularized Adversarial Learning for Multi-Domain Text Classification
Yuan Wu, Diana Inkpen, Ahmed El-Roby
arXiv_CL
arXiv_CL
Text_Classification
Regularization
Adversarial
Pose
Face
Classification
Prediction
PDF
-
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng
arXiv_CV
arXiv_CV
Surveillance
3D
Optimization
Sparse
Regularization
Pose
PDF
-
BREAK: Bronchi Reconstruction by gEodesic transformation And sKeleton embedding
Weihao Yu, Hao Zheng, Minghui Zhang, Hanxiao Zhang, Jiayuan Sun, Jie Yang
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Embedding
Regularization
CNN
PDF
-
2D+3D facial expression recognition via embedded tensor manifold regularization
Yunfang Fu, Qiuqi Ruan, Ziyan Luo, Gaoyun An, Yi Jin, Jun Wan
arXiv_CV
arXiv_CV
Recognition
3D
Optimization
Regularization
Pose
Face
Classification
Relation
Prediction
PDF
-
Do You Need the Entropy Reward ?
Haonan Yu, Haichao Zhang, Wei Xu
arXiv_AI
arXiv_AI
Regularization
Pose
PDF
-
Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps
Carlos Ruiz Herrera, Thomas Grandits, Gernot Plank, Paris Perdikaris, Francisco Sahli Costabal, Simone Pezzuto
arXiv_AI
arXiv_AI
Sparse
Regularization
Pose
GAN
PDF
-
Implicit Regularization in Hierarchical Tensor Factorization and Deep Convolutional Neural Networks
Noam Razin, Asaf Maman, Nadav Cohen
arXiv_AI
arXiv_AI
Regularization
Deep_Learning
CNN
PDF
-
DiriNet: A network to estimate the spatial and spectral degradation functions
Ting Hu
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
PDF
-
Revisiting RCAN: Improved Training for Image Super-Resolution
Zudi Lin, Prateek Garg, Atmadeep Banerjee, Salma Abdel Magid, Deqing Sun, Yulun Zhang, Luc Van Gool, Donglai Wei, Hanspeter Pfister
arXiv_CV
arXiv_CV
Super_Resolution
Regularization
CNN
Prediction
PDF
-
Improving robustness and calibration in ensembles with diversity regularization
Hendrik Alexander Mehrtens, Camila González, Anirban Mukhopadhyay
arXiv_AI
arXiv_AI
Regularization
Classification
Detection
PDF
-
AggMatch: Aggregating Pseudo Labels for Semi-Supervised Learning
Jiwon Kim, Kwangrok Ryoo, Gyuseong Lee, Seokju Cho, Junyoung Seo, Daehwan Kim, Hansang Cho, Seungryong Kim
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Neuro-Symbolic Entropy Regularization
Kareem Ahmed, Eric Wang, Kai-Wei Chang, Guy Van den Broeck
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Relation
Prediction
PDF
-
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
arXiv_CV
arXiv_CV
Person_Re-identification
Regularization
Pose
Re-identification
PDF
-
Improving Factored Hybrid HMM Acoustic Modeling without State Tying
Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney
arXiv_SD
arXiv_SD
Regularization
Speech
Classification
Language_Model
PDF
-
Homotopic Policy Mirror Descent: Policy Convergence, Implicit Regularization, and Improved Sample Complexity
Yan Li, Tuo Zhao, Guanghui Lan
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Action
PDF
-
vCLIMB: A Novel Video Class Incremental Learning Benchmark
Andrés Villa, Kumail Alhamoud, Juan León Alcázar, Fabian Caba Heilbron, Victor Escorcia, Bernard Ghanem
arXiv_CV
arXiv_CV
Regularization
PDF
-
Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension
Paris V. Giampouras, Benjamin D. Haeffele, René Vidal
arXiv_CV
arXiv_CV
Gradient_Descent
Represenation_Learning
Regularization
Pose
PDF
-
Adaptive DropBlock Enhanced Generative Adversarial Networks for Hyperspectral Image Classification
Junjie Wang, Feng Gao, Junyu Dong, Qian Du
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Classification
GAN
Image_Classification
PDF
-
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation
Zhuowei Li, Zihao Liu, Zhiqiang Hu, Qing Xia, Ruiqin Xiong, Shaoting Zhang, Dimitris Metaxas, Tingting Jiang
arXiv_CV
arXiv_CV
Segmentation
Embedding
Regularization
Pose
Contrastive_Learning
Medical
PDF
-
Reinforcement Learning Your Way: Agent Characterization through Policy Regularization
Charl Maree, Christian Omlin
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
PDF
-
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation
Quan-Dung Pham (1), Hai Nguyen-Truong (1, 2 and 3), Nam Nguyen Phuong (1), Khoa N. A. Nguyen (1, 2 and 3) ((1) VinBrain JSC., Vietnam, (2) University of Science, Ho Chi Minh City, Vietnam, (3) Vietnam National University, Ho Chi Minh City, Vietnam)
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Knowledge
Pose
Deep_Learning
Medical
Inference
PDF
-
Can Model Compression Improve NLP Fairness
Guangxuan Xu, Qingyuan Hu
arXiv_CL
arXiv_CL
Regularization
Knowledge
Attention
Language_Model
PDF
-
Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming
Sachin Konan, Esmaeil Seraj, Matthew Gombolay
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Action
PDF
-
Steerable Pyramid Transform Enables Robust Left Ventricle Quantification
Xiangyang Zhu, Kede Ma, Wufeng Xue
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
CNN
Prediction
PDF
-
Informative Pseudo-Labeling for Graph Neural Networks with Few Labels
Yayong Li, Jie Yin, Ling Chen
arXiv_AI
arXiv_AI
Regularization
Self-Supervised
Pose
Classification
PDF
-
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders
Sara Björk, Jonas Nordhaug Myhre, Thomas Haugland Johansen
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
GAN
PDF
-
Unveiling Project-Specific Bias in Neural Code Models
Zhiming Li, Yanzhou Li, Tianlin Li, Mengnan Du, Bozhi Wu, Yushi Cao, Xiaofei Xie, Yi Li, Yang Liu
arXiv_AI
arXiv_AI
Regularization
Knowledge
Adversarial
Pose
Detection
Relation
Inference
Prediction
PDF
-
Convergence of policy gradient for entropy regularized MDPs with neural network approximation in the mean-field regime
Bekzhan Kerimkulov, James-Michael Leahy, David Šiška, Lukasz Szpruch
arXiv_AI
arXiv_AI
Regularization
Action
PDF
-
Deep Equilibrium Models for Video Snapshot Compressive Imaging
Yaping Zhao, Siming Zheng, Xin Yuan
arXiv_CV
arXiv_CV
Reconstruction
RNN
Regularization
Pose
Quantitative
Deep_Learning
PDF
-
When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework
Xinyi Zou, Yan Yan, Jing-Hao Xue, Si Chen, Hanzi Wang
arXiv_CV
arXiv_CV
Recognition
Regularization
Pose
Emotion
Few-Shot
Inference
PDF
-
Pruning-aware Sparse Regularization for Network Pruning
Nanfei Jiang, Xu Zhao, Chaoyang Zhao, Yongqi An, Ming Tang, Jinqiao Wang
arXiv_AI
arXiv_AI
Sparse
Regularization
Pose
CNN
PDF
-
ALA: Adversarial Lightness Attack via Naturalness-aware Regularizations
Liangru Sun, Felix Juefei-Xu, Yihao Huang, Qing Guo, Jiayi Zhu, Jincao Feng, Yang Liu, Geguang Pu
arXiv_AI
arXiv_AI
Recognition
Regularization
Adversarial
Pose
Classification
Denoising
Image_Classification
PDF
-
Sequential Recommendation via Stochastic Self-Attention
Ziwei Fan, Zhiwei Liu, Yu Wang, Alice Wang, Zahra Nazari, Lei Zheng, Hao Peng, Philip S. Yu
arXiv_AI
arXiv_AI
Transformer
Optimization
Regularization
Pose
Relation
Attention
Recommendation
PDF
-
Learning Temporally and Semantically Consistent Unpaired Video-to-video Translation Through Pseudo-Supervision From Synthetic Optical Flow
Kaihong Wang, Kumar Akash, Teruhisa Misu
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Pose
Optical_Flow
PDF
-
STEdge: Self-training Edge Detection with Multi-layer Teaching and Regularization
Yunfan Ye, Renjiao Yi, Zhiping Cai, Kai Xu
arXiv_CV
arXiv_CV
Edge_Detection
Regularization
Salient
Self-Supervised
Pose
Detection
Prediction
PDF
-
Automatic Sparse Connectivity Learning for Neural Networks
Zhimin Tang, Linkai Luo, Bike Xie, Yiyu Zhu, Rujie Zhao, Lvqing Bi, Chao Lu
arXiv_AI
arXiv_AI
Sparse
Regularization
Pose
Deep_Learning
PDF
-
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
Vitaly Kurin, Alessandro De Palma, Ilya Kostrikov, Shimon Whiteson, M. Pawan Kumar
arXiv_CV
arXiv_CV
Reinforcement_Learning
Optimization
Regularization
Pose
PDF
-
Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks
Claudio Filipi Gonçalves dos Santos, João Paulo Papa
arXiv_CV
arXiv_CV
Regularization
Survey
Classification
Detection
Object_Detection
CNN
Image_Classification
PDF
-
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems
Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang
arXiv_AI
arXiv_AI
Regularization
Knowledge
Action
Deep_Learning
Recommendation
PDF
-
Information-Theoretic Bias Reduction via Causal View of Spurious Correlation
Seonguk Seo, Joon-Young Lee, Bohyung Han
arXiv_AI
arXiv_AI
Unsupervised
Recognition
Regularization
Pose
Face
Relation
Face_Recognition
Prediction
PDF
-
Enhanced total variation minimization for stable image reconstruction
Congpei An, Hao-Ning Wu, Xiaoming Yuan
arXiv_CV
arXiv_CV
Reconstruction
Enhancement
Regularization
Pose
Image_Enhancement
Medical
PDF
-
Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization
Chong Peng, Yang Liu, Yongyong Chen, Xinxin Wu, Andrew Cheng, Zhao Kang, Chenglizhao Chen, Qiang Cheng
arXiv_CV
arXiv_CV
Sparse
Regularization
Pose
Denoising
PDF
-
RARA: Zero-shot Sim2Real Visual Navigation with Following Foreground Cues
Klaas Kelchtermans, Tinne Tuytelaars
arXiv_RO
arXiv_RO
Reinforcement_Learning
Zero-Shot
Regularization
Action
Quantitative
PDF
-
Relieving Long-tailed Instance Segmentation via Pairwise Class Balance
Yin-Yin He, Peizhen Zhang, Xiu-Shen Wei, Xiangyu Zhang, Jian Sun
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Classification
Prediction
PDF
-
Stay Positive: Knowledge Graph Embedding Without Negative Sampling
Ainaz Hajimoradlou, Mehran Kazemi
arXiv_AI
arXiv_AI
Embedding
Regularization
Knowledge
Knowledge_Graph
Pose
Classification
Relation
PDF
-
Offline Reinforcement Learning for Road Traffic Control
Mayuresh Kunjir, Sanjay Chawla
arXiv_AI
arXiv_AI
Reinforcement_Learning
Regularization
Action
PDF
-
Compact Bidirectional Transformer for Image Captioning
Yuanen Zhou, Zhenzhen Hu, Daqing Liu, Huixia Ben, Meng Wang
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Regularization
Action
Caption
PDF
-
Learning Semantic Ambiguities for Zero-Shot Learning
Celina Hanouti, Hervé Le Borgne
arXiv_CV
arXiv_CV
Zero-Shot
Regularization
Pose
PDF
-
Neural KEM: A Kernel Method with Deep Coefficient Prior for PET Image Reconstruction
Siqi Li, Kuang Gong, Ramsey D. Badawi, Edward J. Kim, Jinyi Qi, Guobao Wang
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
CNN
PDF
-
Weakly-supervised continual learning for class-incremental segmentation
Gaston Lenczner, Adrien Chan-Hon-Tong, Nicola Luminari, Bertrand Le Saux
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Semantic_Segmentation
Regularization
Pose
Deep_Learning
PDF
-
Riemannian Nearest-Regularized Subspace Classification for Polarimetric SAR images
Junfei Shi, Haiyan Jin
arXiv_CV
arXiv_CV
Represenation_Learning
Regularization
Pose
Classification
Relation
Image_Classification
PDF
-
InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering
Mijeong Kim, Seonguk Seo, Bohyung Han
arXiv_CV
arXiv_CV
Reconstruction
Regularization
Pose
Few-Shot
PDF
-
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators
Dvir Yerushalmi, Dov Danon, Amit H. Bermano
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Semantic_Segmentation
Regularization
Knowledge
Pose
Detection
PDF
-
Continually Learning Self-Supervised Representations with Projected Functional Regularization
Alex Gomez-Villa, Bartlomiej Twardowski, Lu Yu, Andrew D. Bagdanov, Joost van de Weijer
arXiv_CV
arXiv_CV
Image_Caption
Regularization
Knowledge
Self-Supervised
Pose
PDF
-
Deep Graph Clustering via Dual Correlation Reduction
Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu
arXiv_CV
arXiv_CV
Regularization
Self-Supervised
Pose
Relation
Attention
PDF
-
SPIDER: Searching Personalized Neural Architecture for Federated Learning
Erum Mushtaq, Chaoyang He, Jie Ding, Salman Avestimehr
arXiv_CV
arXiv_CV
NAS
Regularization
Inference
PDF
-
Neuro-Symbolic Hierarchical Rule Induction
Claire Glanois, Xuening Feng, Zhaohui Jiang, Paul Weng, Matthieu Zimmer, Dong Li, Wulong Liu
arXiv_AI
arXiv_AI
Embedding
Reinforcement_Learning
Regularization
Pose
GAN
PDF
-
Generative Kernel Continual learning
Mohammad Mahdi Derakhshani, Xiantong Zhen, Ling Shao, Cees G. M. Snoek
arXiv_AI
arXiv_AI
Regularization
Classification
PDF
-
Pose Adaptive Dual Mixup for Few-Shot Single-View 3D Reconstruction
Ta-Ying Cheng, Hsuan-Ru Yang, Niki Trigoni, Hwann-Tzong Chen, Tyng-Luh Liu
arXiv_CV
arXiv_CV
Reconstruction
3D
Regularization
Pose
Action
Classification
Few-Shot
Prediction
PDF
-
Entropy-Regularized Partially Observed Markov Decision Processes
Timothy L. Molloy, Girish N. Nair
arXiv_AI
arXiv_AI
Regularization
PDF
-
Maximum Entropy on Erroneous Predictions : Improving model calibration for medical image segmentation
Agostina Larrazabal, Cesar Martinez, Jose Dolz, Enzo Ferrante
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Medical
Prediction
PDF
-
Robust learning of data anomalies with analytically-solvable entropic outlier sparsification
Illia Horenko
arXiv_AI
arXiv_AI
Unsupervised
Regularization
Pose
Classification
Detection
PDF
-
Joint-training on Symbiosis Networks for Deep Nueral Machine Translation models
Zhengzhe Yu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Yuxia Wang, Yimeng Chen, Chang Su, Min Zhang, Lizhi Lei, shimin tao, Hao Yang
arXiv_AI
arXiv_AI
Transformer
Regularization
Pose
NMT
PDF
-
Can We Use Neural Regularization to Solve Depth Super-Resolution?
Milena Gazdieva, Oleg Voynov, Alexey Artemov, Youyi Zheng, Luiz Velho, Evgeny Burnaev
arXiv_CV
arXiv_CV
Super_Resolution
Regularization
PDF
-
Point spread function estimation for blind image deblurring problems based on framelet transform
Reza Parvaz
arXiv_CV
arXiv_CV
Regularization
Pose
Face
Action
PDF
-
Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement
Yichao Du, Zhirui Zhang, Weizhi Wang, Boxing Chen, Jun Xie, Tong Xu
arXiv_CL
arXiv_CL
Recognition
Regularization
Speech
Pose
Speech_Recognition
PDF
-
Generalized Few-Shot Semantic Segmentation: All You Need is Fine-Tuning
Josh Myers-Dean, Yinan Zhao, Brian Price, Scott Cohen, Danna Gurari
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Regularization
Pose
Few-Shot
PDF
-
RvS: What is Essential for Offline RL via Supervised Learning?
Scott Emmons, Benjamin Eysenbach, Ilya Kostrikov, Sergey Levine
arXiv_AI
arXiv_AI
Transformer
Reinforcement_Learning
Regularization
PDF
-
General Greedy De-bias Learning
Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian
arXiv_CV
arXiv_CV
Gradient_Descent
Regularization
Knowledge
Adversarial
Pose
Classification
Relation
VQA
Image_Classification
Prediction
PDF
-
Spiral Language Modeling
Yong Cao, Yukun Feng, Shaohui Kuang, Gu Xu
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
NMT
Text_Generation
Language_Model
PDF
-
Projected Sliced Wasserstein Autoencoder-based Hyperspectral Images Anomaly Detection
Yurong Chen, Hui Zhang, Yaonan Wang, Q. M. Jonathan Wu, Yimin Yang
arXiv_CV
arXiv_CV
Regularization
Pose
Detection
Inference
PDF
-
MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks
Wentao Zhu, Zhuoqian Yang, Ziang Di, Wayne Wu, Yizhou Wang, Chen Change Loy
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Regularization
Pose
Action
PDF
-
Controlling the Quality of Distillation in Response-Based Network Compression
Vibhas Vats, David Crandall
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Classification
PDF
-
Neurashed: A Phenomenological Model for Imitating Deep Learning Training
Weijie J. Su
arXiv_CV
arXiv_CV
Regularization
Deep_Learning
PDF
-
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN
Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
arXiv_CV
arXiv_CV
Unsupervised
Regularization
Adversarial
Pose
GAN
PDF
-
Complex Functional Maps : a Conformal Link Between Tangent Bundles
Nicolas Donati (LIX), Etienne Corman (LORIA, CNRS, PIXEL), Simone Melzi (Sapienza University of Rome), Maks Ovsjanikov (LIX)
arXiv_CV
arXiv_CV
Regularization
Face
PDF
-
How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation
Akash Umakantha, Joao D. Semedo, S. Alireza Golestaneh, Wan-Yi S. Lin
arXiv_CV
arXiv_CV
Transformer
Style_Transfer
Regularization
Classification
CNN
Image_Classification
PDF
-
Sparse Coding with Multi-Layer Decoders using Variance Regularization
Katrina Evtimova, Yann LeCun
arXiv_CV
arXiv_CV
Reconstruction
Sparse
Regularization
Pose
Classification
Relation
Denoising
PDF
-
Solving Inverse Problems with NerfGANs
Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis
arXiv_AI
arXiv_AI
Reconstruction
Inpainting
Regularization
Pose
Face
GAN
PDF
-
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation
Jie Qin, Jie Wu, Xuefeng Xiao, Lujun Li, Xingang Wang
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Weakly_Supervised
Regularization
Salient
Pose
Classification
Attention
PDF
-
Intelli-Paint: Towards Developing Human-like Painting Agents
Jaskirat Singh, Cameron Smith, Jose Echevarria, Liang Zheng
arXiv_AI
arXiv_AI
Regularization
Pose
Quantitative
Attention
PDF
-
Bootstrap Equilibrium and Probabilistic Speaker Representation Learning for Self-supervised Speaker Verification
Sung Hwan Mun, Min Hyun Han, Dongjune Lee, Jihwan Kim, Nam Soo Kim
arXiv_AI
arXiv_AI
Embedding
Represenation_Learning
Regularization
Speech
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Characterizing and addressing the issue of oversmoothing in neural autoregressive sequence modeling
Ilia Kulikov, Maksim Eremeev, Kyunghyun Cho
arXiv_CL
arXiv_CL
Regularization
Pose
PDF
-
Extreme Zero-Shot Learning for Extreme Text Classification
Yuanhao Xiong, Wei-Cheng Chang, Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon
arXiv_CL
arXiv_CL
Transformer
Embedding
Zero-Shot
Text_Classification
Regularization
Self-Supervised
Pose
Face
Classification
Few-Shot
PDF
-
Rethinking Influence Functions of Neural Networks in the Over-parameterized Regime
Rui Zhang, Shihua Zhang
arXiv_AI
arXiv_AI
Regularization
Relation
Prediction
PDF
-
AdaViT: Adaptive Tokens for Efficient Vision Transformer
Hongxu Yin, Arash Vahdat, Jose Alvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov
arXiv_CV
arXiv_CV
Transformer
Regularization
Pose
Classification
Image_Classification
Inference
PDF
-
Mitigating Channel-wise Noise for Single Image Super Resolution
Srimanta Mandal, Kuldeep Purohit, A. N. Rajagopalan
arXiv_CV
arXiv_CV
Super_Resolution
Regularization
Knowledge
Pose
PDF
-
Geometry-Contrastive Transformer for Generalized 3D Pose Transfer
Haoyu Chen, Hao Tang, Zitong Yu, Nicu Sebe, Guoying Zhao
arXiv_CV
arXiv_CV
Transformer
3D
Regularization
Pose
Quantitative
Attention
PDF
-
Sparse Interventions in Language Models with Differentiable Masking
Nicola De Cao, Leon Schmid, Dieuwke Hupkes, Ivan Titov
arXiv_CL
arXiv_CL
Sparse
RNN
Regularization
Pose
Detection
Language_Model
PDF
-
Curvature-guided dynamic scale networks for Multi-view Stereo
Khang Truong Giang, Soohwan Song, Sungho Jo
arXiv_AI
arXiv_AI
Reconstruction
3D
Regularization
Pose
Face
Action
Matching
PDF
-
Revisiting Consistency Regularization for Semi-Supervised Learning
Yue Fan, Anna Kukleva, Bernt Schiele
arXiv_CV
arXiv_CV
Regularization
Pose
PDF
-
Specificity-Preserving Federated Learning for MR Image Reconstruction
Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Yong Xu, Ling Shao
arXiv_CV
arXiv_CV
Reconstruction
Optimization
Regularization
Pose
PDF
-
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures
Dan Hendrycks, Andy Zou, Mantas Mazeika, Leonard Tang, Dawn Song, Jacob Steinhardt
arXiv_CV
arXiv_CV
Regularization
Adversarial
Detection
Prediction
PDF
-
Plenoxels: Radiance Fields without Neural Networks
Alex Yu, Sara Fridovich-Keil, Matthew Tancik, Qinhong Chen, Benjamin Recht, Angjoo Kanazawa
arXiv_CV
arXiv_CV
3D
Sparse
Regularization
PDF
-
Provable Continual Learning via Sketched Jacobian Approximations
Reinhard Heckel
arXiv_AI
arXiv_AI
Sketch
Regularization
Pose
PDF
-
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer
Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Deep_Learning
Medical
CNN
Prediction
PDF
-
Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization
Mufan Sang, Haoqi Li, Fang Liu, Andrew O. Arnold, Li Wan
arXiv_SD
arXiv_SD
Represenation_Learning
Regularization
Self-Supervised
Pose
Contrastive_Learning
PDF
-
Feature Statistics Mixing Regularization for Generative Adversarial Networks
Junho Kim, Yunjey Choi, Youngjung Uh
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
GAN
Prediction
PDF
-
Hyper-parameter optimization based on soft actor critic and hierarchical mixture regularization
Chaoyue Liu, Yulai Zhang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Regularization&nbs