Representation Learning

Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? ICML 2025 BOOD: Boundary-based Out-Of-Distribution Data Generation ICML 2025 Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ACL 2025 Boosting Causal Additive Models JMLR 2025 Boosting Class Representation via Semantically Related Instances for Robust Long-Tailed Learning with Noisy Labels ICCV 2025 Boosting Image De-Raining via Central-Surrounding Synergistic Convolution AAAI 2025 Boosting Protein Graph Representations through Static-Dynamic Fusion ICML 2025 Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning AAAI 2025 Boosting the visual interpretability of CLIP via adversarial fine-tuning ICLR 2025 Boosting Vision State Space Model with Fractal Scanning AAAI 2025 Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025 Bootstrap Your Own Views: Masked Ego-Exo Modeling for Fine-grained View-invariant Video Representations CVPR 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025 BranchOut: Capturing Realistic Multimodality in Autonomous Driving Decisions CoRL 2025 Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions IJCNLP 2025 Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025 Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator ICLR 2025 Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization ICLR 2025 Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025 BridgeVoC: Neural Vocoder with Schrödinger Bridge IJCAI 2025 Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition ICCV 2025 Bridging Continuous and Discrete Tokens for Autoregressive Visual Generation ICCV 2025 Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025 Bridging External and Parametric Knowledge: Mitigating Hallucination of LLMs with Shared-Private Semantic Synergy in Dual-Stream Knowledge EMNLP 2025