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Zero-shot Generalization

Papers

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Showing 201–250 of 572 papers

TitleStatusHype
Test-Time Adaptation with CLIP Reward for Zero-Shot Generalization in Vision-Language ModelsCode1
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language ModelsCode1
Learning the Travelling Salesperson Problem Requires Rethinking GeneralizationCode1
Tag-LLM: Repurposing General-Purpose LLMs for Specialized DomainsCode1
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-ShotCode1
Improving Diffusion Models for Scene Text Editing with Dual EncodersCode1
Learning Modular Simulations for Homogeneous SystemsCode1
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement LearningCode1
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech ModelCode1
Improving Zero-Shot Generalization for CLIP with Synthesized PromptsCode1
Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation LearningCode1
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team CompositionCode1
MetaMorph: Learning Universal Controllers with TransformersCode1
DePT: Decoupled Prompt TuningCode1
Learning Quadrupedal Locomotion over Challenging TerrainCode1
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive TasksCode1
LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation ModelsCode1
Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon PredictionCode1
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy DecompositionCode1
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled DataCode1
Dysarthria Normalization via Local Lie Group Transformations for Robust ASRCode0
Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language ModelsCode0
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation TypesCode0
SemSup: Semantic Supervision for Simple and Scalable Zero-shot GeneralizationCode0
LAD: Language Models as Data for Zero-Shot DialogCode0
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology ControlCode0
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersCode0
Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality imagesCode0
Zero-shot Policy Learning with Spatial Temporal RewardDecomposition on Contingency-aware ObservationCode0
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive PhysicsCode0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
Developmentally motivated emergence of compositional communication via template transferCode0
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt DenoisingCode0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
RVTBench: A Benchmark for Visual Reasoning TasksCode0
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific TasksCode0
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement LearningCode0
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form ExtractionCode0
Re-Imagining Multimodal Instruction Tuning: A Representation ViewCode0
Relational reasoning and generalization using non-symbolic neural networksCode0
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsCode0
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot GeneralizationCode0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Image-Caption Encoding for Improving Zero-Shot GeneralizationCode0
Prompt Learning for Generalized Vehicle RoutingCode0
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask DependenciesCode0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model AdaptationCode0
PoseLLM: Enhancing Language-Guided Human Pose Estimation with MLP AlignmentCode0
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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