Transformers

Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP NeurIPS 2024 DeCoTR: Enhancing Depth Completion with 2D and 3D Attentions CVPR 2024 DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models NAACL 2024 Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration ICML 2024 Deep Homography Estimation for Visual Place Recognition AAAI 2024 Deep Learning Meets Egyptology: a Hieroglyphic Transformer for Translating Ancient Egyptian ACL 2024 Deep Linear Array Pushbroom Image Restoration: A Degradation Pipeline and Jitter-Aware Restoration Network AAAI 2024 DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning EMNLP 2024 DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning SemEval 2024 DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models ACL 2024 Deep Semantic Graph Transformer for Multi-View 3D Human Pose Estimation AAAI 2024 DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NeurIPS 2024 DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing COLING 2024 Deformable One-shot Face Stylization via DINO Semantic Guidance CVPR 2024 DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching NeurIPS 2024 DeFTAN-AA: Array Geometry Agnostic Multichannel Speech Enhancement Interspeech 2024 Degeneration-free Policy Optimization: RL Fine-Tuning for Language Models without Degeneration ICML 2024 DeiT-LT: Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets CVPR 2024 Delving into Differentially Private Transformer ICML 2024 Demystify Mamba in Vision: A Linear Attention Perspective NeurIPS 2024 Denoising Autoregressive Representation Learning ICML 2024 Denoising Vision Transformers ECCV 2024 DenseFormer: Enhancing Information Flow in Transformers via Depth Weighted Averaging NeurIPS 2024 Dense Vision Transformer Compression with Few Samples CVPR 2024 Dependency Annotation of Ottoman Turkish with Multilingual BERT EACL 2024