Transfer Learning

From Instance Training to Instruction Learning: Task Adapters Generation from Instructions NeurIPS 2024 Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation CVPR 2024 Frozen CLIP Transformer Is an Efficient Point Cloud Encoder AAAI 2024 Frozen Feature Augmentation for Few-Shot Image Classification CVPR 2024 Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion EMNLP 2024 Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024 Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024 Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024 Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024 GLID: Pre-training a Generalist Encoder-Decoder Vision Model CVPR 2024 Gradient-based Parameter Selection for Efficient Fine-Tuning CVPR 2024 Group and Shuffle: Efficient Structured Orthogonal Parametrization NeurIPS 2024 HAMiSoN-MTL at ClimateActivism 2024: Detection of Hate Speech, Targets, and Stance using Multi-task Learning EACL 2024 Harnessing Edge Information for Improved Robustness in Vision Transformers AAAI 2024 Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation NeurIPS 2024 Homology Consistency Constrained Efficient Tuning for Vision-Language Models NeurIPS 2024 How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition ACL 2024 How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NeurIPS 2024 HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes CVPR 2024 HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024 I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024 ImageCaptioner2: Image Captioner for Image Captioning Bias Amplification Assessment AAAI 2024 Image Understanding Makes for A Good Tokenizer for Image Generation NeurIPS 2024 Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024 Improved Self-Training for Test-Time Adaptation CVPR 2024