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zero-shot learning

3650 papers

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Also known as

ZSS ZSL ZS ZERO-SHOT ZL

Co-occurring keywords

large language model (13587) few-shot learning (3398) vision-language model (2348) transfer learning (5449) cross-lingual transfer (1477) text classification (6793) multimodal learning (4645) contrastive learning (4032) domain adaptation (4595) language model (4599)

Papers

Geometry-Aware Adaptation for Pretrained Models NIPS 2023
Latent Space Translation via Semantic Alignment NIPS 2023
Black-box Backdoor Defense via Zero-shot Image Purification NIPS 2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale NIPS 2023
Neural-Logic Human-Object Interaction Detection NIPS 2023
Causal Interpretation of Self-Attention in Pre-Trained Transformers NIPS 2023
Perception Test: A Diagnostic Benchmark for Multimodal Video Models NIPS 2023
MeCo: Zero-Shot NAS with One Data and Single Forward Pass via Minimum Eigenvalue of Correlation NIPS 2023
CoLLAT: On Adding Fine-grained Audio Understanding to Language Models using Token-Level Locked-Language Tuning NIPS 2023
Video-Mined Task Graphs for Keystep Recognition in Instructional Videos NIPS 2023
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NIPS 2023
Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NIPS 2023
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data NIPS 2023
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss NIPS 2023
Testing the General Deductive Reasoning Capacity of Large Language Models Using OOD Examples NIPS 2023
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning NIPS 2023
Pengi: An Audio Language Model for Audio Tasks NIPS 2023
Visual Instruction Tuning NIPS 2023
LayoutPrompter: Awaken the Design Ability of Large Language Models NIPS 2023
CLIP4HOI: Towards Adapting CLIP for Practical Zero-Shot HOI Detection NIPS 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models NIPS 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023
Toolformer: Language Models Can Teach Themselves to Use Tools NIPS 2023
Large Language Models are Visual Reasoning Coordinators NIPS 2023
Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023