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Zero-Shot Learning

658 directly classified papers

Papers per year

Papers

A Multimodal Benchmark and Improved Architecture for Zero Shot Learning WACV 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024
LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
Language-driven Grasp Detection CVPR 2024
ArtAdapter: Text-to-Image Style Transfer using Multi-Level Style Encoder and Explicit Adaptation CVPR 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning CVPR 2024
Automatically Suggesting Diverse Example Sentences for L2 Japanese Learners Using Pre-Trained Language Models ACL 2024
ViTamin: Designing Scalable Vision Models in the Vision-Language Era CVPR 2024
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024
LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting ACL 2024
MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech ACL 2024
MultiVerse: Efficient and Expressive Zero-Shot Multi-Task Text-to-Speech EMNLP 2024
Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ACL 2024
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models ACL 2024
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024
Large Language Models can Share Images, Too! ACL 2024
Uni-Dubbing: Zero-Shot Speech Synthesis from Visual Articulation ACL 2024
Matching Anything by Segmenting Anything CVPR 2024
AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024
Label Propagation for Zero-shot Classification with Vision-Language Models CVPR 2024
Open-World Semantic Segmentation Including Class Similarity 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
Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design NIPS 2024