Transformers

Prototypical Transformer As Unified Motion Learners ICML 2024 Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes NeurIPS 2024 Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning NeurIPS 2024 Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens AAAI 2024 Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024 PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024 Pseudo-Siamese Blind-spot Transformers for Self-Supervised Real-World Denoising NeurIPS 2024 PTQ4DiT: Post-training Quantization for Diffusion Transformers NeurIPS 2024 Puer at SemEval-2024 Task 2: A BioLinkBERT Approach to Biomedical Natural Language Inference SemEval 2024 Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network CVPR 2024 Punny_Punctuators@DravidianLangTech-EACL2024: Transformer-based Approach for Detection and Classification of Fake News in Malayalam Social Media Text EACL 2024 Putting the Object Back into Video Object Segmentation CVPR 2024 QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024 QFormer: An Efficient Quaternion Transformer for Image Denoising IJCAI 2024 Qifusion-Net: Layer-adapted Stream/Non-stream Model for End-to-End Multi-Accent Speech Recognition Interspeech 2024 QKFormer: Hierarchical Spiking Transformer using Q-K Attention NeurIPS 2024 Q-SLAM: Quadric Representations for Monocular SLAM CoRL 2024 QT-ViT: Improving Linear Attention in ViT with Quadratic Taylor Expansion NeurIPS 2024 Quantifying the Hyperparameter Sensitivity of Neural Networks for Character-level Sequence-to-Sequence Tasks EACL 2024 Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM EMNLP 2024 Query-Guided Attention in Vision Transformers for Localizing Objects Using a Single Sketch WACV 2024 Question Aware Vision Transformer for Multimodal Reasoning CVPR 2024 RACAI at SemEval-2024 Task 10: Combining algorithms for code-mixed Emotion Recognition in Conversation SemEval 2024 RadarMOSEVE: A Spatial-Temporal Transformer Network for Radar-Only Moving Object Segmentation and Ego-Velocity Estimation AAAI 2024 Random Entangled Tokens for Adversarially Robust Vision Transformer CVPR 2024