Transformers

TGFormer: Transformer with Track Query Group for Multi-Object Tracking AAAI 2025 The Belief State Transformer ICLR 2025 The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025 The_Deathly_Hallows@DravidianLangTech 2025: AI Content Detection in Dravidian Languages NAACL 2025 The_Deathly_Hallows@DravidianLangTech 2025: Multimodal Hate Speech Detection in Dravidian Languages NAACL 2025 The Hidden Attention of Mamba Models ACL 2025 The Language of Motion: Unifying Verbal and Non-verbal Language of 3D Human Motion CVPR 2025 The Logical Implication Steering Method for Conditional Interventions on Transformer Generation ICML 2025 Theoretical Analysis of Hierarchical Language Recognition and Generation by Transformers without Positional Encoding ACL 2025 Theoretically Unmasking Inference Attacks Against LDP-Protected Clients in Federated Vision Models ICML 2025 Theory, Analysis, and Best Practices for Sigmoid Self-Attention ICLR 2025 The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models EMNLP 2025 The underlying structures of self-attention: symmetry, directionality, and emergent dynamics in Transformer training ICML 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models ICLR 2025 TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis AAAI 2025 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation ICML 2025 TimeFormer: Capturing Temporal Relationships of Deformable 3D Gaussians for Robust Reconstruction ICCV 2025 TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis ICLR 2025 Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts ICLR 2025 Timer-XL: Long-Context Transformers for Unified Time Series Forecasting ICLR 2025 TimeStacker: A Novel Framework with Multilevel Observation for Capturing Nonstationary Patterns in Time Series Forecasting ICML 2025 tinaal at SemEval-2025 Task 11: Enhancing Perceived Emotion Intensity Prediction with Boosting Fine-Tuned Transformers SemEval 2025 TinyFusion: Diffusion Transformers Learned Shallow CVPR 2025 TIPS: Text-Image Pretraining with Spatial awareness ICLR 2025