transformer

The Logical Implication Steering Method for Conditional Interventions on Transformer Generation ICML 2025 TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation ICML 2025 Timer-XL: Long-Context Transformers for Unified Time Series Forecasting ICLR 2025 Tractable Transformers for Flexible Conditional Generation ICML 2025 Transformative or Conservative? Conservation laws for ResNets and Transformers ICML 2025 Transformer-Based Spatial-Temporal Counterfactual Outcomes Estimation ICML 2025 Understanding the Generalization of In-Context Learning in Transformers: An Empirical Study ICLR 2025 Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers ICML 2025 Unisoma: A Unified Transformer-based Solver for Multi-Solid Systems ICML 2025 Universal Approximation of Mean-Field Models via Transformers ICML 2025 Universal Length Generalization with Turing Programs ICML 2025 Update Your Transformer to the Latest Release: Re-Basin of Task Vectors ICML 2025 Aligning Transformers with Weisfeiler-Leman ICML 2024 All-in-one simulation-based inference ICML 2024 Analysis of Transformers for Medical Image Retrieval MIDL 2024 An Information-Theoretic Analysis of In-Context Learning ICML 2024 A Tale of Tails: Model Collapse as a Change of Scaling Laws ICML 2024 AttnLRP: Attention-Aware Layer-Wise Relevance Propagation for Transformers ICML 2024 Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games ICML 2024 Avoid Everything: Model-Free Collision Avoidance with Expert-Guided Fine-Tuning CoRL 2024 Body Transformer: Leveraging Robot Embodiment for Policy Learning CoRL 2024 Breaking through the learning plateaus of in-context learning in Transformer ICML 2024 Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ICML 2024 Case-Based or Rule-Based: How Do Transformers Do the Math? ICML 2024 Cell-DETR: Efficient cell detection and classification in WSIs with transformers MIDL 2024