Deep Learning

Transformer Based Bayesian Network Structure Learning from an Information Theory Perspective UAI 2026 Transformer-Based Inpainting for Real-Time 3D Streaming in Sparse Multi-Camera Setups WACV 2026 Transformers Can Overcome the Curse of Dimensionality: A Theoretical Study from an Approximation Perspective JMLR 2026 TransformerTrio at SemEval-2026 Task 13: Navigating Domain Shift and Representation Instability in Machine-Generated Code Detection SemEval 2026 Transform-Free Feature Coding via Entropy-Constrained Vector Quantization AAAI 2026 Transform to Transfer: Boosting Adversarial Attack Transferability on Vision-Language Pre-training Models CVPR 2026 Transition Matching Distillation for Fast Video Generation CVPR 2026 Transition Models: Rethinking the Generative Learning Objective CVPR 2026 Translating Signals to Languages for sEMG-Based Activity Recognition CVPR 2026 Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026 TransLLM: A Unified Multi-Task Large Language Model for Urban Transportation via Learnable Prompting ACL 2026 Transolver Is a Linear Transformer: Revisiting Physics-Attention Through the Lens of Linear Attention AAAI 2026 Transparent Networks for Multivariate Time Series AAAI 2026 TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model CVPR 2026 TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning AAAI 2026 TR-DQ: Time-Rotation Diffusion Quantization AAAI 2026 T-Rex-Omni: Integrating Negative Visual Prompt in Generic Object Detection AAAI 2026 TRIDENT: A Trimodal Cascade Generative Framework for Drug and RNA-Conditioned Cellular Morphology Synthesis CVPR 2026 TriLite: Efficient Weakly Supervised Object Localization with Universal Visual Features and Tri-Region Disentanglement CVPR 2026 Trimming the Fat: Redundancy-Aware Acceleration Framework for DGNNs AAAI 2026 Tri-Modal Fusion Transformers for UAV-based Object Detection CVPR 2026 TrinityDNA: A Bio-Inspired Foundational Model for Efficient Long-Sequence DNA Modeling AAAI 2026 Tri-Subspaces Disentanglement for Multimodal Sentiment Analysis CVPR 2026 Triviality Corrected Endogenous Reward ACL 2026 TRM-VLA: Temporal-Aware Chain-of-Thought Reasoning and Memorization for Vision-Language-Action Models CVPR 2026