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Machine Learning
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Zero-Shot Learning
3043 directly classified papers
Papers per year
2009: 1
2010: 1
2013: 12
2014: 7
2015: 11
2016: 18
2017: 37
2018: 53
2019: 141
2020: 162
2021: 286
2022: 350
2023: 583
2024: 597
2025: 654
2026: 130
Papers
EC-Flow: Enabling Versatile Robotic Manipulation from Action-Unlabeled Videos via Embodiment-Centric Flow
ICCV 2025
BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes
ICCV 2025
ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer
CVPR 2025
EntitySAM: Segment Everything in Video
CVPR 2025
CoTMR: Chain-of-Thought Multi-Scale Reasoning for Training-Free Zero-Shot Composed Image Retrieval
ICCV 2025
CountSE: Soft Exemplar Open-set Object Counting
ICCV 2025
T2ICount: Enhancing Cross-modal Understanding for Zero-Shot Counting
CVPR 2025
Visual Relation Diffusion for Human-Object Interaction Detection
ICCV 2025
Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling
ICCV 2025
Diffusion Self-Distillation for Zero-Shot Customized Image Generation
CVPR 2025
Evaluating Generalization Capability of Language Models across Abductive, Deductive and Inductive Logical Reasoning
COLING 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP
CVPR 2025
BATCLIP: Bimodal Online Test-Time Adaptation for CLIP
ICCV 2025
Dynamic Multimodal Prototype Learning in Vision-Language Models
ICCV 2025
EvoPrompt: Evolving Prompts for Enhanced Zero-Shot Named Entity Recognition with Large Language Models
COLING 2025
WildSAT: Learning Satellite Image Representations from Wildlife Observations
ICCV 2025
Generate, Transduct, Adapt: Iterative Transduction with VLMs
ICCV 2025
EZSR: Event-based Zero-Shot Recognition
CVPR 2025
FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images
CVPR 2025
Gaze-Language Alignment for Zero-Shot Prediction of Visual Search Targets from Human Gaze Scanpaths
ICCV 2025
MonoMobility: Zero-Shot 3D Mobility Analysis from Monocular Videos
ICCV 2025
What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models
CONLL 2025
LD-RPS: Zero-Shot Unified Image Restoration via Latent Diffusion Recurrent Posterior Sampling
ICCV 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
Exploring Transliteration-Based Zero-Shot Transfer for Amharic ASR
ACL 2025
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