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Zero-Shot Learning

668 papers

Papers per year

1
46
130
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'25

Papers

OpenCowID: Zero-Shot Visual Identification of Dairy Cows WACV 2026
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval WACV 2026
FC-TTS: Style and Timbre Control in Zero-Shot Text-to-Speech with Disentangled Speech Representations ACL 2026
DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition ACL 2026
TRN-R1-Zero: Text-rich Network Reasoning via LLMs with Reinforcement Learning Only ACL 2026
Zero-Shot Multimodal Retrieval with Multi-Scale Contextual Representations ACL 2026
CityVG: Contrastive Fine-Tuning and Reward-Based Chain-of-Thought Reasoning for Zero-Shot City-Scale 3D Visual Grounding ACL 2026
One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026
Z3D: Zero-Shot 3D Visual Grounding from Images ACL 2026
Training-Free Zero-Shot Anomaly Detection in 3D Brain MRI with 2D Foundation Models MIDL 2026
FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing AAAI 2025
Zero-shot Video Restoration and Enhancement Using Pre-Trained Image Diffusion Model AAAI 2025
CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection AAAI 2025
AoP-SAM: Automation of Prompts for Efficient Segmentation AAAI 2025
Aligning Instance Brownian Bridge with Texts for Open-Vocabulary Video Instance Segmentation AAAI 2025
Zero-Shot Scene Change Detection AAAI 2025
Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior AAAI 2025
Aligning and Prompting Anything for Zero-Shot Generalized Anomaly Detection AAAI 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
Style Nursing with Spatial and Semantic Guidance for Zero-Shot Traffic Scene Style Transfer AAAI 2025
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries AAAI 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
DZAD: Diffusion-based Zero-shot Anomaly Detection AAAI 2025
Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline AAAI 2025
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition AAAI 2025