Transfer Learning

S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity NeurIPS 2024 SAFE: Slow and Fast Parameter-Efficient Tuning for Continual Learning with Pre-Trained Models NeurIPS 2024 SAI3D: Segment Any Instance in 3D Scenes CVPR 2024 SambaLingo: Teaching Large Language Models New Languages EMNLP 2024 Sample Complexity Characterization for Linear Contextual MDPs AISTATS 2024 Sample-specific Masks for Visual Reprogramming-based Prompting ICML 2024 Samsung R&D Institute Philippines @ WMT 2024 Low-resource Languages of Spain Shared Task EMNLP 2024 SarcNet: A Multilingual Multimodal Sarcasm Detection Dataset COLING 2024 SayCanPay: Heuristic Planning with Large Language Models Using Learnable Domain Knowledge AAAI 2024 Scalable and Domain-General Abstractive Proposition Segmentation EMNLP 2024 Scalable Data Ablation Approximations for Language Models through Modular Training and Merging EMNLP 2024 Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach EMNLP 2024 Scalable Language Model with Generalized Continual Learning ICLR 2024 SCaLAR at SemEval-2024 Task 8: Unmasking the machine : Exploring the power of RoBERTa Ensemble for Detecting Machine Generated Text SemEval 2024 ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024 SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024 ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024 Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic CVPR 2024 Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024 Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers NeurIPS 2024 Scaling up masked audio encoder learning for general audio classification Interspeech 2024 ScanEnts3D: Exploiting Phrase-to-3D-Object Correspondences for Improved Visio-Linguistic Models in 3D Scenes WACV 2024 SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos ICLR 2024 SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024 Score Regularized Policy Optimization through Diffusion Behavior ICLR 2024