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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024
WATT: Weight Average Test Time Adaptation of CLIP NIPS 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning NIPS 2024
Concept-Guided Prompt Learning for Generalization in Vision-Language Models AAAI 2024
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024
Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024
StreamVoice: Streamable Context-Aware Language Modeling for Real-time Zero-Shot Voice Conversion ACL 2024
Semantic-Guided Novel Category Discovery AAAI 2024
AMD: Autoregressive Motion Diffusion AAAI 2024
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers INTERSPEECH 2024
Vec-Tok-VC+: Residual-enhanced Robust Zero-shot Voice Conversion with Progressive Constraints in a Dual-mode Training Strategy INTERSPEECH 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech INTERSPEECH 2024
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024
Improving Open Set Recognition via Visual Prompts Distilled from Common-Sense Knowledge AAAI 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
Zero-Shot End-To-End Spoken Question Answering In Medical Domain INTERSPEECH 2024
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge NIPS 2024
Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent ACL 2024
DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment INTERSPEECH 2024
QDETRv: Query-Guided DETR for One-Shot Object Localization in Videos AAAI 2024
A synthetic data approach for domain generalization of NLI models ACL 2024
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching IJCAI 2024
Multimodal Instruction Tuning with Conditional Mixture of LoRA ACL 2024