Title
Bayesian Comparisons Between Representations Heiko H. Schütt FAtt 523 0 0 13 Nov 2024
Convergence Rate Analysis of LION Yiming Dong Huan Li Zhouchen Lin 96 3 0 12 Nov 2024
Feature Selection Based on Wasserstein Distance Fuwei Li 66 0 0 11 Nov 2024
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models Yanchen Wang Adam Turnbull Tiange Xiang Yunlong Xu Sa Zhou Adnan Masoud Shekoofeh Azizi F. Lin Ehsan Adeli 89 1 0 11 Nov 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Yizeng Han Jiayi Guo Zhiyuan Liu Yuan Yao Gao Huang 107 5 0 11 Nov 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang Hyungi Lee Jungtaek Kim Juho Lee MoMe 171 4 0 11 Nov 2024
Understanding Scaling Laws with Statistical and Approximation Theory for Transformer Neural Networks on Intrinsically Low-dimensional Data Alex Havrilla Wenjing Liao 104 12 0 11 Nov 2024
AV-PedAware: Self-Supervised Audio-Visual Fusion for Dynamic Pedestrian Awareness Yizhuo Yang Shenghai Yuan Muqing Cao Jianfei Yang Lihua Xie 270 9 0 11 Nov 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 76 3 0 10 Nov 2024
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing Kaixuan Lu Ruiqian Zhang Xiao Huang Yuxing Xie Xiaogang Ning Hanchao Zhang Mengke Yuan Pan Zhang Tao Wang Tongkui Liao 93 2 0 09 Nov 2024
GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise Moseli Motsóehli Kyungim Baek 94 1 0 08 Nov 2024
Analyzing The Language of Visual Tokens David M. Chan Rodolfo Corona J. S. Park Cheol Jun Cho Yutong Bai Trevor Darrell 45 4 0 07 Nov 2024
HourVideo: 1-Hour Video-Language Understanding Keshigeyan Chandrasegaran Agrim Gupta Lea M. Hadzic Taran Kota Jimming He Cristobal Eyzaguirre Zane Durante Pengfei Yu Jiajun Wu L. Fei-Fei VLM 115 50 0 07 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 103 3 0 07 Nov 2024
DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning G. Zhou Hengkai Pan Yann LeCun Lerrel Pinto VGen LM&Ro OffRL 115 32 0 07 Nov 2024
Pseudo-labeling with Keyword Refining for Few-Supervised Video Captioning Ping Li Tao Wang Xinkui Zhao Xianghua Xu Mingli Song 81 4 0 06 Nov 2024
Local vs distributed representations: What is the right basis for interpretability? Julien Colin L. Goetschalckx Thomas Fel Victor Boutin Jay Gopal Thomas Serre Nuria Oliver HAI 96 2 0 06 Nov 2024
Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization Yuhao He Jinyu Tian Xianwei Zheng Li Dong Yuanman Li L. Zhang AAML 88 0 0 06 Nov 2024
Adaptive Consensus Gradients Aggregation for Scaled Distributed Training Yoni Choukroun Shlomi Azoulay P. Kisilev 98 0 0 06 Nov 2024
These Maps Are Made by Propagation: Adapting Deep Stereo Networks to Road Scenarios with Decisive Disparity Diffusion Chuang-Wei Liu Yikang Zhang Qijun Chen Ioannis Pitas Rui Fan 3DV 74 3 0 06 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 184 5 0 06 Nov 2024
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models Tariq Berrada Ifriqi Pietro Astolfi Melissa Hall Reyhane Askari Hemmat Yohann Benchetrit ... Matthew Muckley Karteek Alahari Adriana Romero Soriano Jakob Verbeek M. Drozdzal AI4CE VLM 150 4 0 05 Nov 2024
Self-supervised cross-modality learning for uncertainty-aware object detection and recognition in applications which lack pre-labelled training data Irum Mehboob Li Sun Alireza Astegarpanah Rustam Stolkin UQCV 89 0 0 05 Nov 2024
HumanVLM: Foundation for Human-Scene Vision-Language Model Dawei Dai Xu Long Li Yutang Zhang YuanHui Shuyin Xia VLM MLLM 159 2 0 05 Nov 2024
INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Edward Vendrow Omiros Pantazis Alexander Shepard Gabriel J. Brostow Kate E. Jones Oisin Mac Aodha Sara Beery Grant Van Horn VLM 111 7 0 04 Nov 2024
Learning Where to Edit Vision Transformers Yunqiao Yang Long-Kai Huang Shengzhuang Chen Kede Ma Ying Wei KELM 96 1 0 04 Nov 2024
Expanding Sparse Tuning for Low Memory Usage Shufan Shen Junshu Sun Xiangyang Ji Qingming Huang Shuhui Wang 118 0 0 04 Nov 2024
Learning from Convolution-based Unlearnable Datasets Dohyun Kim Pedro Sandoval-Segura MU 196 1 0 04 Nov 2024
MamT $^4$ : Multi-view Attention Networks for Mammography Cancer Classification Alisher Ibragimov Sofya Senotrusova Arsenii Litvinov E. Ushakov E. Karpulevich Yury Markin 74 0 0 03 Nov 2024
Decoupling Dark Knowledge via Block-wise Logit Distillation for Feature-level Alignment Chengting Yu Fengzhao Zhang Ruizhe Chen Zuozhu Liu Shurun Tan Er-ping Li Aili Wang 112 2 0 03 Nov 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities A. Saporta A. Puli Mark Goldstein Rajesh Ranganath SSL 98 1 0 01 Nov 2024
Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning Simon Rampp M. Milling Andreas Triantafyllopoulos Björn Schuller 86 1 0 01 Nov 2024
Tracking one-in-a-million: Large-scale benchmark for microbial single-cell tracking with experiment-aware robustness metrics J. Seiffarth L. Blöbaum R. D. Paul N. Friederich A. J. Yamachui Sitcheu R. Mikut H. Scharr A. Grünberger K. Nöh 100 3 0 01 Nov 2024
On the Impact of White-box Deployment Strategies for Edge AI on Latency and Model Performance Jaskirat Singh Bram Adams Ahmed E. Hassan VLM 149 0 0 01 Nov 2024
Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing Weizhi Gao Zhichao Hou Han Xu Xiaorui Liu AAML 85 0 0 01 Nov 2024
Constrained Diffusion Implicit Models V. Jayaram Ira Kemelmacher-Shlizerman Steven M. Seitz John Thickstun DiffM 109 0 0 01 Nov 2024
Inducing Semi-Structured Sparsity by Masking for Efficient Model Inference in Convolutional Networks David A. Danhofer 77 0 0 01 Nov 2024
CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision Gi-Cheon Kang Junghyun Kim Kyuhwan Shim Jun Ki Lee Byoung-Tak Zhang LM&Ro 353 2 1 01 Nov 2024
Group Crosscoders for Mechanistic Analysis of Symmetry Liv Gorton 92 1 0 31 Oct 2024
Bayesian-guided Label Mapping for Visual Reprogramming C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu 157 5 0 31 Oct 2024
MoTaDual: Modality-Task Dual Alignment for Enhanced Zero-shot Composed Image Retrieval Haiwen Li Fei Su Zhicheng Zhao 81 0 0 31 Oct 2024
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach Mathilde Caron Alireza Fathi Cordelia Schmid Ahmet Iscen 69 2 0 31 Oct 2024
Transparent Trade-offs between Properties of Explanations Hiwot Belay Tadesse Alihan Hüyük Yaniv Yacoby Weiwei Pan Finale Doshi-Velez FAtt 150 0 0 31 Oct 2024
ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile Valentino Maiorca Luca Bortolussi Emanuele Rodolà Francesco Locatello 193 2 0 31 Oct 2024
Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation Wenhan Chang Tianqing Zhu Ping Xiong Yufeng Wu Faqian Guan Wanlei Zhou MU 87 0 0 31 Oct 2024
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou Weizhi Gao Yuchen Shen Feiyi Wang Xiaorui Liu VLM 86 2 0 30 Oct 2024
CausAdv: A Causal-based Framework for Detecting Adversarial Examples Hichem Debbi CML AAML 84 1 0 29 Oct 2024
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic Segmentation Jintao Tong Yixiong Zou Yuhua Li Ruixuan Li 111 6 0 29 Oct 2024
Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning Yinyi Lai Anbo Cao Yuan Gao Jiaqi Shang Zongyu Li Jia Guo Mamba 93 1 0 29 Oct 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation Ruihao Xia Yu Liang Peng-Tao Jiang Hao Zhang Yue Liu Yang Tang Pan Zhou DiffM VLM 87 1 0 29 Oct 2024