Transformers

Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations NeurIPS 2024 Self-Sampling Meta SAM: Enhancing Few-Shot Medical Image Segmentation With Meta-Learning WACV 2024 Self-Supervised Denoising Transformer With Gaussian Process WACV 2024 Self-supervised pretraining in the wild imparts image acquisition robustness to medical image transformers: an application to lung cancer segmentation MIDL 2024 Self-supervised speech representations display some human-like cross-linguistic perceptual abilities CoNLL 2024 Semantically-Prompted Language Models Improve Visual Descriptions NAACL 2024 Semantic-Aware Autoregressive Image Modeling for Visual Representation Learning AAAI 2024 SemanticCuetSync at AraFinNLP2024: Classification of Cross-Dialect Intent in the Banking Domain using Transformers ACL 2024 SemanticCUETSync at SemEval-2024 Task 1: Finetuning Sentence Transformer to Find Semantic Textual Relatedness SemEval 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024 SEMA: Semantic Attention for Capturing Long-Range Dependencies in Egocentric Lifelogs WACV 2024 Semformer: Transformer Language Models with Semantic Planning EMNLP 2024 Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024 Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024 SensoryT5: Infusing Sensorimotor Norms into T5 for Enhanced Fine-grained Emotion Classification COLING 2024 Sentence-level Prompts Benefit Composed Image Retrieval ICLR 2024 Separable Self and Mixed Attention Transformers for Efficient Object Tracking WACV 2024 Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation NeurIPS 2024 Separations in the Representational Capabilities of Transformers and Recurrent Architectures NeurIPS 2024 SEQ-former: A context-enhanced and efficient automatic speech recognition framework Interspeech 2024 Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation NeurIPS 2024 Sequence Length Independent Norm-Based Generalization Bounds for Transformers AISTATS 2024 Sequential Fusion Based Multi-Granularity Consistency for Space-Time Transformer Tracking AAAI 2024 Sequential Modeling Enables Scalable Learning for Large Vision Models CVPR 2024