transformer

Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling ICML 2024 How do Transformers Perform In-Context Autoregressive Learning ? ICML 2024 How Transformers Learn Causal Structure with Gradient Descent ICML 2024 IM-Unpack: Training and Inference with Arbitrarily Low Precision Integers ICML 2024 In-context Convergence of Transformers ICML 2024 In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization ICML 2024 In-Context Language Learning: Architectures and Algorithms ICML 2024 In-context Learning on Function Classes Unveiled for Transformers ICML 2024 Inf-DiT: Upsampling any-resolution image with memory-efficient diffusion transformer. ECCV 2024 Interpretability Illusions in the Generalization of Simplified Models ICML 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning ICML 2024 LeaPformer: Enabling Linear Transformers for Autoregressive and Simultaneous Tasks via Learned Proportions ICML 2024 Learning Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking ICML 2024 Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments ICML 2024 Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders ICML 2024 Learning Natural Consistency Representation for Face Forgery Video Detection ECCV 2024 Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer ICML 2024 MEMORYLLM: Towards Self-Updatable Large Language Models ICML 2024 Merging Multi-Task Models via Weight-Ensembling Mixture of Experts ICML 2024 MS-TIP: Imputation Aware Pedestrian Trajectory Prediction ICML 2024 Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing ICML 2024 Multi-Transmotion: Pre-trained Model for Human Motion Prediction CoRL 2024 Observable Propagation: Uncovering Feature Vectors in Transformers ICML 2024 Offline Actor-Critic Reinforcement Learning Scales to Large Models ICML 2024