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Zero-Shot Learning

860 directly classified papers

Papers per year

Papers

Generative Video Diffusion for Unseen Novel Semantic Video Moment Retrieval AAAI 2025
NlpUned at SemEval-2025 Task 10: Beyond Training: A Taxonomy-Guided Approach to Role Classification Using LLMs ACL 2025
Super-Class Guided Transformer for Zero-Shot Attribute Classification AAAI 2025
Multi-subject Open-set Personalization in Video Generation CVPR 2025
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion ICCV 2025
Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025
SKI Models: Skeleton Induced Vision-Language Embeddings for Understanding Activities of Daily Living AAAI 2025
What Is Missing in Multilingual Visual Reasoning and How to Fix It NAACL 2025
OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision AAAI 2025
NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025
Bridging Sequence-Structure Alignment in RNA Foundation Models AAAI 2025
IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models NAACL 2025
Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025
MSCI: Addressing CLIP's Inherent Limitations for Compositional Zero-Shot Learning IJCAI 2025
Seeing Your Speech Style: A Novel Zero-Shot Identity-Disentanglement Face-based Voice Conversion AAAI 2025
Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025
UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement ICCV 2025
LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations COLING 2025
CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025
Taxonomy-Guided Zero-Shot Recommendations with LLMs COLING 2025
A Simple-Yet-Efficient Instruction Augmentation Method for Zero-Shot Sentiment Classification COLING 2025
MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval COLING 2025
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025
OpenCity3D: What do Vision-Language Models Know About Urban Environments? WACV 2025