Deep Learning

The Finer the Better: Towards Granular-aware Open-set Domain Generalization AAAI 2026 The GATTACA Framework: Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks AAAI 2026 The Golden Subspace: Where Efficiency Meets Generalization in Continual Test-Time Adaptation CVPR 2026 The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models ACL 2026 The Invisible Gorilla Effect in Out-of-distribution Detection CVPR 2026 The Last Byte: Learning Just Enough for Machine-Oriented Image Compression AAAI 2026 The LUMirage: An independent evaluation of zero-shot performance in the LUMIR challenge MIDL 2026 The Median is Easier than it Looks: Approximation with a Constant-Depth, Linear-Width ReLU Network COLT 2026 The Missing GAP: From Solving Square Jigsaw Puzzles to Handling Real World Archaeological Fragments CVPR 2026 The Missing Point in Vision Transformers for Universal Image Segmentation CVPR 2026 THE MORE, THE MERRIER: CONTRASTIVE FUSION FOR HIGHER-ORDER MULTIMODAL ALIGNMENT CVPR 2026 The olmOCR Project: Building Fully Open OCR using VLMs ACL 2026 Theoretical Compression Bounds for Wide Multilayer Perceptrons COLT 2026 Theory-optimal Quantization Based on Flatness ACL 2026 The Pitfalls of KV Cache Compression ACL 2026 The Power of Decaying Steps: Enhancing Attack Stability and Transferability for Sign-based Optimizers CVPR 2026 The Power of Prior: Training-Free Open-Vocabulary Semantic Segmentation with LLaVA CVPR 2026 TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation CVPR 2026 The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG ACL 2026 Thermal-Det: Language-Guided Cross-Modal Distillation for Open-Vocabulary Thermal Object Detection CVPR 2026 Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification AAAI 2026 Thermometer of Thoughts: Enhancing LLM’s Exploration via Attention Temperature Modulation ACL 2026 The Road Less Seen: Segment Exploration for Weakly Supervised Video Anomaly Detection CVPR 2026 The Role of Mixed-Language Documents for Multilingual Large Language Model Pretraining ACL 2026 The Silence of the Facts: Popularity as a Barrier to Machine Unlearning ACL 2026