Self-Supervised Learning

X-Sample Contrastive Loss: Improving Contrastive Learning with Sample Similarity Graphs ICLR 2025 3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly Detection AAAI 2025 3D Annotation-Free Learning by Distilling 2D Open-Vocabulary Segmentation Models for Autonomous Driving AAAI 2025 3D Denoisers Are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation AAAI 2025 3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025 3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025 4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object Understanding ICCV 2025 4Real-Video: Learning Generalizable Photo-Realistic 4D Video Diffusion CVPR 2025 Accelerating Goal-Conditioned Reinforcement Learning Algorithms and Research ICLR 2025 Accounting for Spatial Variability with the Histogram of Oriented Gradients Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery (Student Abstract) AAAI 2025 ACE: Anatomically Consistent Embeddings in Composition and Decomposition WACV 2025 A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models EMNLP 2025 A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies EMNLP 2025 A Computational Framework for Modeling Emergence of Color Vision in the Human Brain ICLR 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 Acting Beyond Learning: Imagination-Assisted Decision-Making in the Visual-based Multi-Agent Cooperative Scenarios AAAI 2025 Action Dubber: Timing Audible Actions via Inflectional Flow ICML 2025 Active Hyperspectral Imaging Using an Event Camera CVPR 2025 Ada-K Routing: Boosting the Efficiency of MoE-based LLMs ICLR 2025 Adaptive Dataset Quantization AAAI 2025 Adaptive Part Learning for Fine-Grained Generalized Category Discovery: A Plug-and-Play Enhancement CVPR 2025 Adaptive Retention & Correction: Test-Time Training for Continual Learning ICLR 2025 AdaWorld: Learning Adaptable World Models with Latent Actions ICML 2025 Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025 Addressing the Training-Inference Discrepancy in Discrete Diffusion for Text Generation COLING 2025