Transformers

From N-grams to Pre-trained Multilingual Models For Language Identification EMNLP 2024 From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers ICML 2024 From Sights to Insights: Towards Summarization of Multimodal Clinical Documents ACL 2024 From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When NeurIPS 2024 FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition ICLR 2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation CVPR 2024 Frozen-DETR: Enhancing DETR with Image Understanding from Frozen Foundation Models NeurIPS 2024 FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features CVPR 2024 Fully-Automatic Reflection Removal for 360-Degree Images WACV 2024 Functional Flow Matching AISTATS 2024 Functional Interpolation for Relative Positions improves Long Context Transformers ICLR 2024 Further Compressing Distilled Language Models via Frequency-aware Partial Sparse Coding of Embeddings CoNLL 2024 FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion NeurIPS 2024 FusionFormer: A Concise Unified Feature Fusion Transformer for 3D Pose Estimation AAAI 2024 Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement AAAI 2024 GADePo: Graph-Assisted Declarative Pooling Transformers for Document-Level Relation Extraction ACL 2024 GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings ICLR 2024 GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers AAAI 2024 GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer ICML 2024 General Detection-based Text Line Recognition NeurIPS 2024 Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning ICML 2024 Generalizable Novel-View Synthesis using a Stereo Camera CVPR 2024 Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024 Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions ICLR 2024 Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024