Title
CLIP is Strong Enough to Fight Back: Test-time Counterattacks towards Zero-shot Adversarial Robustness of CLIP Songlong Xing Zhengyu Zhao N. Sebe AAML 62 0 0 05 Mar 2025
OpenECG: Benchmarking ECG Foundation Models with Public 1.2 Million Records Zhijiang Wan Qianhao Yu Jia Mao Wenfeng Duan Cheng Ding 34 0 0 02 Mar 2025
Projection Head is Secretly an Information Bottleneck Zhuo Ouyang Kaiwen Hu Qi Zhang Yifei Wang Yisen Wang 44 0 0 01 Mar 2025
CuPID: Leveraging Masked Single-Lead ECG Modelling for Enhancing the Representations A. Atienza G. Manimaran J. Bardram S. Puthusserypady 37 0 0 28 Feb 2025
Continuous Adversarial Text Representation Learning for Affective Recognition Seungah Son Andrez Saurez Dongsoo Har 36 0 0 28 Feb 2025
EXALT: EXplainable ALgorithmic Tools for Optimization Problems Zuzanna Bączek Michał Bizoń Aneta Pawelec Piotr Sankowski 37 0 0 28 Feb 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 43 0 0 28 Feb 2025
cMIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning Micha Livne SSL 70 0 0 27 Feb 2025
Sensor-Invariant Tactile Representation Harsh Gupta Yuchen Mo Shengmiao Jin Wenzhen Yuan 65 2 0 27 Feb 2025
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers Javin Liu Aryan Vats Zihao He 34 0 0 27 Feb 2025
SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning Mingsheng Cai Jiuming Jiang Wenhao Huang Che Liu Rossella Arcucci AI4TS 42 0 0 27 Feb 2025
Your contrastive learning problem is secretly a distribution alignment problem Zihao Chen Chi-Heng Lin Ran Liu Jingyun Xiao Eva L. Dyer 65 1 0 27 Feb 2025
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition Dongwei Xu Yutao Zhu Yao Lu Youpeng Feng Yun Lin Qi Xuan 76 0 0 26 Feb 2025
DenoMAE2.0: Improving Denoising Masked Autoencoders by Classifying Local Patches Atik Faysal Mohammad Rostami Taha Boushine Reihaneh Gh. Roshan Huaxia Wang Nikhil Muralidhar 39 1 0 25 Feb 2025
Examining the Threat Landscape: Foundation Models and Model Stealing Ankita Raj Deepankar Varma Chetan Arora AAML 68 1 0 25 Feb 2025
Escaping The Big Data Paradigm in Self-Supervised Representation Learning Carlos Vélez García Miguel Cazorla Jorge Pomares 49 0 0 25 Feb 2025
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications Ibrahim Fayad Max Zimmer Martin Schwartz P. Ciais Fabian Gieseke Gabriel Belouze Sarah Brood A. D. Truchis Alexandre d’Aspremont AI4TS 43 0 0 24 Feb 2025
Graph Perceiver IO: A General Architecture for Graph Structured Data Seyun Bae Hoyoon Byun Changdae Oh Yoon-Sik Cho Kyungwoo Song GNN 92 2 0 24 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 58 43 0 24 Feb 2025
MIM-Refiner: A Contrastive Learning Boost from Intermediate Pre-Trained Representations Benedikt Alkin Lukas Miklautz Sepp Hochreiter Johannes Brandstetter VLM 65 8 0 24 Feb 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation Prafful Kumar Khoba Zijian Wang Chetan Arora Mahsa Baktashmotlagh AAML 37 0 0 23 Feb 2025
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings Asiri Wijesinghe Hao Zhu Piotr Koniusz 43 0 0 22 Feb 2025
Implicit Repair with Reinforcement Learning in Emergent Communication Fábio Vital A. Sardinha Francisco S. Melo 39 0 0 18 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 86 0 0 17 Feb 2025
Simplifying DINO via Coding Rate Regularization Ziyang Wu Jingyuan Zhang Druv Pai X. Wang Chandan Singh Jianwei Yang Jianfeng Gao Yi-An Ma 156 1 0 17 Feb 2025
CR-CTC: Consistency regularization on CTC for improved speech recognition Zengwei Yao Wei Kang Xiaoyu Yang Fangjun Kuang Liyong Guo Han Zhu Zengrui Jin Zhaoqing Li Long Lin Daniel Povey 51 0 0 17 Feb 2025
Masked Latent Prediction and Classification for Self-Supervised Audio Representation Learning Aurian Quélennec Pierre Chouteau Geoffroy Peeters S. Essid SSL 52 0 0 17 Feb 2025
Diffusion Models without Classifier-free Guidance Zhicong Tang Jianmin Bao Dong Chen Baining Guo VLM 55 2 0 17 Feb 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
Efficient Hierarchical Contrastive Self-supervising Learning for Time Series Classification via Importance-aware Resolution Selection Kevin Garcia Juan Manuel Perez Yifeng Gao AI4TS 50 0 0 14 Feb 2025
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentation Peng Ling 58 0 0 14 Feb 2025
Replay-free Online Continual Learning with Self-Supervised MultiPatches Giacomo Cignoni Andrea Cossu Alex Gomez-Villa Joost van de Weijer Antonio Carta CLL 62 0 0 13 Feb 2025
Group Reasoning Emission Estimation Networks Yanming Guo Xiao Qian Kevin Credit Jin Ma 42 0 0 08 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 62 2 0 07 Feb 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 93 0 0 06 Feb 2025
A Self-Supervised Framework for Improved Generalisability in Ultrasound B-mode Image Segmentation Edward Ellis A. Bulpitt Nasim Parsa Michael F Byrne Sharib Ali 88 0 0 04 Feb 2025
Multi-level Supervised Contrastive Learning Naghmeh Ghanooni Barbod Pajoum Harshit Rawal Sophie Fellenz Vo Nguyen Le Duy Marius Kloft 86 0 0 04 Feb 2025
Hierarchical Consensus Network for Multiview Feature Learning Chengwei Xia Chaoxi Niu Kun Zhan 60 0 0 04 Feb 2025
BRIDLE: Generalized Self-supervised Learning with Quantization Hoang M. Nguyen Satya Narayan Shukla Qiang Zhang Hanchao Yu Sreya D. Roy Taipeng Tian Lingjiong Zhu Yuchen Liu SSL MQ 77 0 0 04 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 72 0 0 02 Feb 2025
Towards General-Purpose Model-Free Reinforcement Learning Scott Fujimoto P. DÓro Amy Zhang Yuandong Tian Michael Rabbat OffRL 36 3 0 28 Jan 2025
Fine Tuning without Catastrophic Forgetting via Selective Low Rank Adaptation Reza Akbarian Bafghi Carden Bagwell Avinash Ravichandran Ashish Shrivastava M. Raissi 48 0 0 28 Jan 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 50 0 0 28 Jan 2025
Memory Storyboard: Leveraging Temporal Segmentation for Streaming Self-Supervised Learning from Egocentric Videos Yanlai Yang Mengye Ren 160 0 0 21 Jan 2025
FOCUS: First Order Concentrated Updating Scheme Yizhou Liu Ziming Liu Jeff Gore ODL 108 1 0 21 Jan 2025
Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning Liam Chalcroft Jenny Crinion Cathy J. Price John Ashburner 122 0 0 21 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging Tony Xu Sepehr Hosseini Chris Anderson Anthony Rinaldi Rahul G. Krishnan Anne L. Martel Maged Goubran MedIm 45 3 0 20 Jan 2025
The "Law" of the Unconscious Contrastive Learner: Probabilistic Alignment of Unpaired Modalities Yongwei Che Benjamin Eysenbach 33 1 0 20 Jan 2025
How Well Do Supervised 3D Models Transfer to Medical Imaging Tasks? Wenxuan Li Alan L. Yuille Zongwei Zhou MedIm 41 8 0 20 Jan 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition Ziyu Zhou Haozhe Luo M. Taher Jiaxuan Pang Xiaowei Ding Michael B. Gotway Jianming Liang MedIm 47 0 0 20 Jan 2025