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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn’t ACL 2024
Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation INTERSPEECH 2024
ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation CVPR 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024
CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images CVPR 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024
Keyword-Guided Adaptation of Automatic Speech Recognition INTERSPEECH 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024
Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024
Lightweight Zero-shot Text-to-Speech with Mixture of Adapters INTERSPEECH 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization ACL 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024
FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging AAAI 2024
Fine-tuning of Pre-trained Models for Classification of Vocal Intensity Category from Speech Signals INTERSPEECH 2024
SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024
Exploring the limits of decoder-only models trained on public speech recognition corpora INTERSPEECH 2024
MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection CVPR 2024
Dual Memory Networks: A Versatile Adaptation Approach for Vision-Language Models CVPR 2024
Simple Semantic-Aided Few-Shot Learning CVPR 2024
Improving Generalized Zero-Shot Learning by Exploring the Diverse Semantics from External Class Names CVPR 2024
Bilateral Adaptation for Human-Object Interaction Detection with Occlusion-Robustness CVPR 2024
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024
MaPLe: Multi-Modal Prompt Learning CVPR 2023
Scaling Language-Image Pre-Training via Masking CVPR 2023
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization CVPR 2023