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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024
SAI3D: Segment Any Instance in 3D Scenes CVPR 2024
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation CVPR 2024
OSX at Context24: How Well Can GPT Tackle Contexualizing Scientific Figures and Tables ACL 2024
AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training ACL 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
Language-driven Grasp Detection CVPR 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning CVPR 2024
InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ACL 2024
Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
RobustSAM: Segment Anything Robustly on Degraded Images CVPR 2024
Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024
Scaling Up Dynamic Human-Scene Interaction Modeling CVPR 2024
LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024
Robust Test-Time Adaptation for Zero-Shot Prompt Tuning AAAI 2024
Question-Instructed Visual Descriptions for Zero-Shot Video Answering ACL 2024
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024
Conjugated Semantic Pool Improves OOD Detection with Pre-trained Vision-Language Models NIPS 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification CVPR 2024
Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024
Segment Any Change NIPS 2024