Transformers

OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer Interspeech 2024 OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning NeurIPS 2024 PAAN: Pyramid Attention Augmented Network for polyp segmentation MIDL 2024 PAD: A Robustness Enhancement Ensemble Method via Promoting Attention Diversity COLING 2024 P-Age: Pexels Dataset for Robust Spatio-Temporal Apparent Age Classification WACV 2024 PairDETR : Joint Detection and Association of Human Bodies and Faces CVPR 2024 Panelformer: Sewing Pattern Reconstruction From 2D Garment Images WACV 2024 ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping NeurIPS 2024 Parallelized Spatiotemporal Slot Binding for Videos ICML 2024 Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity MIDL 2024 Parameter-Efficient Fine-Tuning with Controls ICML 2024 Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks EMNLP 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 PaReNT (Parent Retrieval Neural Tool): A Deep Dive into Word Formation across Languages COLING 2024 PartialFormer: Modeling Part Instead of Whole for Machine Translation ACL 2024 Patch-Based Selection and Refinement for Early Object Detection WACV 2024 Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting ICLR 2024 PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering ACL 2024 Paying attention to the words: explaining readability prediction for French as a foreign language COLING 2024 PBWR: Parametric-Building-Wireframe Reconstruction from Aerial LiDAR Point Clouds CVPR 2024 PCIC at SMM4H 2024: Enhancing Reddit Post Classification on Social Anxiety Using Transformer Models and Advanced Loss Functions ACL 2024 PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers ECCV 2024 PEARL: Preference Extraction with Exemplar Augmentation and Retrieval with LLM Agents EMNLP 2024 PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024 Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition Interspeech 2024