Transformers

Releasing the Capacity of GANs in Non-Autoregressive Image Captioning COLING 2024 Remix-DiT: Mixing Diffusion Transformers for Multi-Expert Denoising NeurIPS 2024 RepCodec: A Speech Representation Codec for Speech Tokenization ACL 2024 Repurformer: Transformers for Repurposing-Aware Molecule Generation ACL 2024 Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency COLING 2024 ResMatch: Residual Attention Learning for Feature Matching AAAI 2024 Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024 Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024 Restoring Degraded Old Films With Recursive Recurrent Transformer Networks WACV 2024 Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers (Student Abstract) AAAI 2024 Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective NeurIPS 2024 Rethinking Inductive Biases for Surface Normal Estimation CVPR 2024 Rethinking Multi-Scale Representations in Deep Deraining Transformer AAAI 2024 Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz NeurIPS 2024 Rethinking the Multimodal Correlation of Multimodal Sequential Learning via Generalizable Attentional Results Alignment ACL 2024 Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis CVPR 2024 Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis NeurIPS 2024 Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery CVPR 2024 Rethinking Visibility in Human Pose Estimation: Occluded Pose Reasoning via Transformers WACV 2024 RetouchFormer: Semi-supervised High-Quality Face Retouching Transformer with Prior-Based Selective Self-Attention AAAI 2024 Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation CVPR 2024 Retrieval-Enhanced Contrastive Vision-Text Models ICLR 2024 Retrieval & Fine-Tuning for In-Context Tabular Models NeurIPS 2024 Revisiting Adversarial Training at Scale CVPR 2024 Revisiting Context Aggregation for Image Matting ICML 2024