Transformers

Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary CVPR 2024 Transcoders find interpretable LLM feature circuits NeurIPS 2024 TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024 TransFed: A Way To Epitomize Focal Modulation Using Transformer-Based Federated Learning WACV 2024 Transferable Tactile Transformers for Representation Learning Across Diverse Sensors and Tasks CoRL 2024 Transfer Learning for Russian Legal Text Simplification COLING 2024 Transformer as Linear Expansion of Learngene AAAI 2024 Transformer Attention vs Human Attention in Anaphora Resolution ACL 2024 Transformer-based Model for ASR N-Best Rescoring and Rewriting Interspeech 2024 Transformer-Based No-Reference Image Quality Assessment via Supervised Contrastive Learning AAAI 2024 Transformer-Based Selective Super-resolution for Efficient Image Refinement AAAI 2024 Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification AAAI 2024 Transformer Doctor: Diagnosing and Treating Vision Transformers NeurIPS 2024 Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce AAAI 2024 Transformer Fusion with Optimal Transport ICLR 2024 Transformers are Minimax Optimal Nonparametric In-Context Learners NeurIPS 2024 Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality ICML 2024 Transformers as Decision Makers: Provable In-Context Reinforcement Learning via Supervised Pretraining ICLR 2024 Transformers at #SMM4H 2024: Identification of Tweets Reporting Children’s Medical Disorders And Effects of Outdoor Spaces on Social Anxiety Symptoms on Reddit Using RoBERTa ACL 2024 Transformers can optimally learn regression mixture models ICLR 2024 Transformers Can Represent n-gram Language Models NAACL 2024 Transformers@DravidianLangTech-EACL2024: Sentiment Analysis of Code-Mixed Tamil Using RoBERTa EACL 2024 Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models ICML 2024 Transformers Implement Functional Gradient Descent to Learn Non-Linear Functions In Context ICML 2024 Transformers Learn to Achieve Second-Order Convergence Rates for In-Context Linear Regression NeurIPS 2024