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Transfer Learning

2362 directly classified papers

Papers per year

Papers

On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization WACV 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
Challenges in Urdu Machine Translation ACL 2024
Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024
STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024
FouRA: Fourier Low-Rank Adaptation NIPS 2024
wav2vec-S: Adapting Pre-trained Speech Models for Streaming ACL 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
WU_TLAXE at WASSA 2024 Explainability for Cross-Lingual Emotion in Tweets Shared Task 1: Emotion through Translation using TwHIN-BERT and GPT ACL 2024
Self-Prompt Mechanism for Few-Shot Image Recognition AAAI 2024
Debiasing Large Language Models with Structured Knowledge ACL 2024
Optical Flow Domain Adaptation via Target Style Transfer WACV 2024
SAM-PARSER: Fine-Tuning SAM Efficiently by Parameter Space Reconstruction AAAI 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024
Stitching Segments and Sentences towards Generalization in Video-Text Pre-training AAAI 2024
Understanding the Role of the Projector in Knowledge Distillation AAAI 2024
ConeQuest: A Benchmark for Cone Segmentation on Mars WACV 2024
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NIPS 2024
T2I-Adapter: Learning Adapters to Dig Out More Controllable Ability for Text-to-Image Diffusion Models AAAI 2024
LLM Performance Predictors are good initializers for Architecture Search ACL 2024
Harnessing Edge Information for Improved Robustness in Vision Transformers AAAI 2024
Learning to Learn Better Visual Prompts AAAI 2024
Taming Normalizing Flows WACV 2024
S$^{2}$FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity NIPS 2024