Title
Offline Regularised Reinforcement Learning for Large Language Models Alignment Pierre Harvey Richemond Yunhao Tang Daniel Guo Daniele Calandriello M. G. Azar ... Gil Shamir Rishabh Joshi Tianqi Liu Rémi Munos Bilal Piot OffRL 46 23 0 29 May 2024
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Views Can Be Deceiving: Improved SSL Through Feature Space Augmentation Kimia Hamidieh Haoran Zhang Swami Sankaranarayanan Marzyeh Ghassemi 52 0 0 28 May 2024
SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation Kejia Yin Varshanth R. Rao R. Jiang Xudong Liu P. Aarabi David B. Lindell 51 0 0 28 May 2024
Self-Supervised Learning Based Handwriting Verification Mihir Chauhan Mohammad Abuzar Shaikh Abhishek Satbhai Mir Basheer Ali B. Ramamurthy Mingchen Gao Siwei Lyu Sargur Srihari 24 2 0 28 May 2024
SSLChange: A Self-supervised Change Detection Framework Based on Domain Adaptation Yitao Zhao Turgay Celik Nanqing Liu Feng Gao Heng-Chao Li 35 4 0 28 May 2024
In-Context Symmetries: Self-Supervised Learning through Contextual World Models Sharut Gupta Chenyu Wang Yifei Wang Tommi Jaakkola Stefanie Jegelka 40 1 0 28 May 2024
Visualizing the loss landscape of Self-supervised Vision Transformer Youngwan Lee Jeffrey Willette Jonghee Kim Sung Ju Hwang ViT 41 1 0 28 May 2024
DMT-JEPA: Discriminative Masked Targets for Joint-Embedding Predictive Architecture Shentong Mo Sukmin Yun 45 3 0 28 May 2024
Hierarchical World Models as Visual Whole-Body Humanoid Controllers Nicklas Hansen V. JyothirS Vlad Sobal Yann LeCun Xiaolong Wang Hao Su VGen 52 10 0 28 May 2024
Survival of the Fittest Representation: A Case Study with Modular Addition Xiaoman Delores Ding Zifan Carl Guo Eric J. Michaud Ziming Liu Max Tegmark 48 3 0 27 May 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 35 11 0 27 May 2024
Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere H. Li Ouyang Cheng Tamaz Amiranashvili Matthew S. Rosen Bjoern H. Menze J. Iglesias 43 0 0 26 May 2024
ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text Han Yu Peikun Guo Akane Sano 34 16 0 26 May 2024
Federated Unsupervised Domain Generalization using Global and Local Alignment of Gradients Farhad Pourpanah Mahdiyar Molahasani Milad Soltany Michael A. Greenspan Ali Etemad FedML OOD 125 2 0 25 May 2024
USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series Hong Liu Xiuxiu Qiu Yiming Shi Z. Zang 26 0 0 25 May 2024
Recasting Generic Pretrained Vision Transformers As Object-Centric Scene Encoders For Manipulation Policies Jianing Qian Anastasios Panagopoulos Dinesh Jayaraman LM&Ro ViT 38 5 0 24 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 59 20 0 24 May 2024
Retro: Reusing teacher projection head for efficient embedding distillation on Lightweight Models via Self-supervised Learning Khanh-Binh Nguyen Chae Jung Park 34 0 0 24 May 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection Yajing Liu Shijun Zhou Xiyao Liu Chunhui Hao Baojie Fan Jiandong Tian ObjD 43 10 0 24 May 2024
MuDreamer: Learning Predictive World Models without Reconstruction Maxime Burchi Radu Timofte 40 3 0 23 May 2024
What Variables Affect Out-Of-Distribution Generalization in Pretrained Models? Md Yousuf Harun Kyungbok Lee Jhair Gallardo Giri Krishnan Christopher Kanan 39 3 0 23 May 2024
Efficiency for Free: Ideal Data Are Transportable Representations Peng Sun Yi Jiang Tao Lin DD 44 0 0 23 May 2024
Smooth Pseudo-Labeling Nikolaos Karaliolios Hervé Le Borgne Florian Chabot 34 0 0 23 May 2024
Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form Classification Taylor Archibald Tony R. Martinez AI4TS 28 0 0 23 May 2024
Invisible Backdoor Attack against Self-supervised Learning Hanrong Zhang Zhenting Wang Tingxu Han Mingyu Jin Chenlu Zhan Mengnan Du Hongwei Wang Shiqing Ma Hongwei Wang Shiqing Ma AAML SSL 49 2 0 23 May 2024
PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis Satoki Ishikawa Makoto Yamada Han Bao Yuki Takezawa 68 0 0 23 May 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 44 0 0 23 May 2024
EchoSpike Predictive Plasticity: An Online Local Learning Rule for Spiking Neural Networks Lars Graf Zhe Su Giacomo Indiveri 40 0 0 22 May 2024
Maximum Manifold Capacity Representations in State Representation Learning Li Meng Morten Goodwin Anis Yazidi P. Engelstad 52 0 0 22 May 2024
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Feasibility Consistent Representation Learning for Safe Reinforcement Learning Zhepeng Cen Yi-Fan Yao Zuxin Liu Ding Zhao OffRL 40 3 0 20 May 2024
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Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 38 2 0 16 May 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning Shikun Feng Yuyan Ni Minghao Li Yanwen Huang Zhiming Ma Wei-Ying Ma Yanyan Lan SSL 49 7 0 15 May 2024
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis A. Englebert Anne-Sophie Collin O. Cornu Christophe De Vleeschouwer 34 1 0 14 May 2024
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks Pavan Kumar Anasosalu Vasu Hadi Pouransari Fartash Faghri Oncel Tuzel VLM CLIP 38 6 0 14 May 2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data Jie Zhang Yuhan Li Yude Wang Stephen Lin Shiguang Shan 35 0 0 14 May 2024
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning Alain Riou Stefan Lattner Gaëtan Hadjeres Geoffroy Peeters 43 2 0 14 May 2024
Machine Unlearning in Contrastive Learning Zixin Wang Kongyang Chen MU SSL 16 0 0 12 May 2024
CoViews: Adaptive Augmentation Using Cooperative Views for Enhanced Contrastive Learning Nazim Bendib 29 0 0 12 May 2024
Open Challenges and Opportunities in Federated Foundation Models Towards Biomedical Healthcare Xingyu Li Lu Peng Yuping Wang Weihua Zhang AI4CE MedIm LM&MA 71 5 0 10 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation Yu Lei Haolun Luo Lituan Wang Zhenwei Zhang Lei Zhang 33 1 0 10 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 38 1 0 10 May 2024
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation Chen Chen Kai Qiao Jie Yang Jian Chen Bin Yan 30 1 0 09 May 2024
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information Qi Lai Chi-Man Vong 41 0 0 08 May 2024