Transformers

TimeRefine: Temporal Grounding with Time Refining Video LLM WACV 2026 Timestamp Query Transformer for Temporal Action Segmentation WACV 2026 TinyChemVL: Advancing Chemical Vision-Language Models via Efficient Visual Token Reduction and Complex Reaction Tasks AAAI 2026 TM-Adapter: Temporal Merge Adapter for Efficient Global Temporal Modeling WACV 2026 TokenGS: Decoupling 3D Gaussian Prediction from Pixels with Learnable Tokens CVPR 2026 Token-Wise Kernels (TWiKers) for Vicinity-Aware Attention in Transformers EACL 2026 Tone in Yoruba ASR: Evaluating the Impact of Tone Recognition on Transformer-Based ASR Models EACL 2026 Top-Down Semantic Refinement for Image Captioning AAAI 2026 Topo-GraT: Learning to Grow with Causal Graph Transformers (Student Abstract) AAAI 2026 Topology-Aware Vision Transformers for Enhanced Scene Recognition AAAI 2026 TouchFormer: A Robust Transformer-based Framework for Multimodal Material Perception AAAI 2026 Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026 Towards Explainable Video Camouflaged Object Detection: SAM2 with Eventstream-Inspired Data AAAI 2026 Towards Holistic Modeling for Video Frame Interpolation with Auto-regressive Diffusion Transformers CVPR 2026 Towards Long-window Anchoring in Vision-Language Model Distillation AAAI 2026 Towards Robust Vision Transformers: Path Dependency Analysis and a Simple Two-Stage Adversarial Training CVPR 2026 Towards Unconstrained Cross-View Pose Estimation WACV 2026 Towards Understanding In-Context Learning of Transformers Under Non-I.I.D. Scenarios AAAI 2026 Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers CVPR 2026 Trainable, Multiword-aware Linguistic Tokenization Using Modern Neural Networks EACL 2026 Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers AAAI 2026 Training-Free Multi-Character Audio-Driven Animation via Diffusion Transformer with Reward Feedback AAAI 2026 TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space AAAI 2026 Trajectory Tactics: When Transformers Learn Exploration to Generate Online Signature WACV 2026 Transformer Based Bayesian Network Structure Learning from an Information Theory Perspective UAI 2026