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Zero-shot Generalization

Papers

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Showing 401–450 of 572 papers

TitleStatusHype
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data OnlyCode1
Subequivariant Graph Reinforcement Learning in 3D EnvironmentsCode1
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language ModelsCode1
Deeply Coupled Cross-Modal Prompt LearningCode1
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-InCode1
Label Agnostic Pre-training for Zero-shot Text ClassificationCode1
Mixture-of-Experts Meets Instruction Tuning:A Winning Combination for Large Language Models—0
Prompting Language-Informed Distribution for Compositional Zero-Shot LearningCode1
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling—0
Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text TransformersCode1
Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs—0
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech ModelCode1
Segment Any Anomaly without Training via Hybrid Prompt RegularizationCode2
One-Prompt to Segment All Medical ImagesCode1
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action RecognitionCode0
Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas—0
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes—0
SAM Meets Robotic Surgery: An Empirical Study in Robustness Perspective—0
LLM+P: Empowering Large Language Models with Optimal Planning ProficiencyCode2
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
From Zero to Hero: Examining the Power of Symbolic Tasks in Instruction TuningCode1
Deep learning universal crater detection using Segment Anything Model (SAM)—0
Improving Diffusion Models for Scene Text Editing with Dual EncodersCode1
Vita-CLIP: Video and text adaptive CLIP via Multimodal PromptingCode1
Towards Open-Vocabulary Video Instance SegmentationCode1
NeRF-Supervised Deep StereoCode2
Detecting Everything in the Open World: Towards Universal Object DetectionCode2
Zero-1-to-3: Zero-shot One Image to 3D ObjectCode4
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition—0
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction FollowingCode1
Leveraging Jumpy Models for Planning and Fast Learning in Robotic Domains—0
ZoeDepth: Zero-shot Transfer by Combining Relative and Metric DepthCode5
Neural Attention Memory—0
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization—0
Zero-Shot Anomaly Detection via Batch NormalizationCode1
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories—0
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation TypesCode0
Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon PredictionCode1
Unsupervised Prompt Tuning for Text-Driven Object Detection—0
MMG-Ego4D: Multimodal Generalization in Egocentric Action RecognitionCode0
PartDistillation: Learning Parts From Instance SegmentationCode1
From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models—0
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning—0
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language ModelsCode0
PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment—0
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance—0
Improving Zero-shot Generalization and Robustness of Multi-modal ModelsCode1
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree searchCode0
Evolutionary Generalized Zero-Shot LearningCode0
A Universal Discriminator for Zero-Shot GeneralizationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GR-MGAvg. sequence length4.04—Unverified
2MoDEAvg. sequence length4.01—Unverified
3RoboUniViewAvg. sequence length3.65—Unverified
43D Diffuser ActorAvg. sequence length3.27—Unverified
5GR-1Avg. sequence length3.06—Unverified