Deep Learning

AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters ACL 2026 Adam’s Law: Textual Frequency Law on Large Language Models ACL 2026 Adapt-As-You-Walk Through the Clouds: Training-Free Online Test-Time Adaptation of 3D Vision-Language Foundation Models AAAI 2026 AdaptDiff: Adaptive Guidance in Diffusion Models for Diverse and Identity-Consistent Face Synthesis (Student Abstract) AAAI 2026 Adapter Shield: A Unified Framework with Built-in Authentication for Preventing Unauthorized Zero-Shot Image-to-Image Generation CVPR 2026 Adapting a Pre-trained Single-Cell Foundation Model to Spatial Gene Expression Generation from Histology Images CVPR 2026 Adapting Lightweight Image-based Counting Models for Video Crowd Counting CVPR 2026 Adapting World Models with Latent-State Dynamics Residuals L4DC 2026 Adaptive Action Chunking at Inference-time for Vision-Language-Action Models CVPR 2026 Adaptive and Context-rich Generative Self-supervised Learning on Graphs AAAI 2026 Adaptive Auxiliary Prompt Blending for Target-Faithful Diffusion Generation CVPR 2026 Adaptive Capacity Autoregressive Visual Tracking CVPR 2026 Adaptive Confidence Regularization for Multimodal Failure Detection CVPR 2026 Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 Adaptive Depth Lightweight RGB-T Tracking with Holistic Token Routing CVPR 2026 Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval AAAI 2026 Adaptive Frequency Pathways for Spatiotemporal Forecasting AAAI 2026 Adaptive Graph Attention Based Discrete Hashing for Incomplete Cross-modal Retrieval AAAI 2026 Adaptive Inference for Medical Vision Transformers: Token Reduction or Early Exit? MIDL 2026 Adaptive Initial Residual Connections for GNNs with Theoretical Guarantees AAAI 2026 Adaptive Learned Image Compression with Graph Neural Networks CVPR 2026 Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments AAAI 2026 Adaptive Morph-Patch Transformer for Aortic Vessel Segmentation AAAI 2026 Adaptive Piecewise Distillation for Efficient LiDAR Data Generation AAAI 2026 Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL 2026