Transformers

The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract) AAAI 2024 The Interspeech 2024 Challenge on Speech Processing Using Discrete Units Interspeech 2024 The Multiscale Surface Vision Transformer MIDL 2024 The Pitfalls of Next-Token Prediction ICML 2024 The role of morphosyntactic similarity in generating related sentences NAACL 2024 The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models EACL 2024 Threat Behavior Textual Search by Attention Graph Isomorphism EACL 2024 TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process CVPR 2024 TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024 TIM: An Efficient Temporal Interaction Module for Spiking Transformer IJCAI 2024 TimeMIL: Advancing Multivariate Time Series Classification via a Time-aware Multiple Instance Learning ICML 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NeurIPS 2024 TISE: A Tripartite In-context Selection Method for Event Argument Extraction NAACL 2024 TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities AAAI 2024 Token Fusion: Bridging the Gap Between Token Pruning and Token Merging WACV 2024 TokenHMR: Advancing Human Mesh Recovery with a Tokenized Pose Representation CVPR 2024 Tokenization Is More Than Compression EMNLP 2024 Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer CVPR 2024 Topic-Controllable Summarization: Topic-Aware Evaluation and Transformer Methods COLING 2024 TOP-ReID: Multi-Spectral Object Re-identification with Token Permutation AAAI 2024 Toward Efficient Inference for Mixture of Experts NeurIPS 2024 Towards a theory of how the structure of language is acquired by deep neural networks NeurIPS 2024 Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract) AAAI 2024 Towards Automated Movie Trailer Generation CVPR 2024