SOTAVerified

Zero-shot Generalization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 572 papers

TitleStatusHype
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsCode0
MMG-Ego4D: Multimodal Generalization in Egocentric Action RecognitionCode0
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement LearningCode0
PACIT: Unlocking the Power of Examples for Better In-Context Instruction TuningCode0
MedViLaM: A multimodal large language model with advanced generalizability and explainability for medical data understanding and generationCode0
Swiss DINO: Efficient and Versatile Vision Framework for On-device Personal Object SearchCode0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot GeneralizationCode0
Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent ProtocolsCode0
Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree searchCode0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Image-Caption Encoding for Improving Zero-Shot GeneralizationCode0
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement LearningCode0
Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language ModelsCode0
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentationCode0
Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask DependenciesCode0
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific TasksCode0
Compositional Generalization with Tree Stack Memory UnitsCode0
Simulator Predictive Control: Using Learned Task Representations and MPC for Zero-Shot Generalization and SequencingCode0
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language ModelsCode0
Attention Based Natural Language Grounding by Navigating Virtual EnvironmentCode0
Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual SpeechCode0
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model AdaptationCode0
Prompt Learning for Generalized Vehicle RoutingCode0
Towards Practical Multi-Object Manipulation using Relational Reinforcement LearningCode0
Cross-Trajectory Representation Learning for Zero-Shot Generalization in RLCode0
Developmentally motivated emergence of compositional communication via template transferCode0
SemSup: Semantic Supervision for Simple and Scalable Zero-shot GeneralizationCode0
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language AdaptersCode0
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment DesignCode0
Prohibited Items Segmentation via Occlusion-aware Bilayer ModelingCode0
PoseLLM: Enhancing Language-Guided Human Pose Estimation with MLP AlignmentCode0
Segment anything model for head and neck tumor segmentation with CT, PET and MRI multi-modality imagesCode0
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language ModelsCode0
Learning Transferable Cooperative Behavior in Multi-Agent TeamsCode0
Factored World Models for Zero-Shot Generalization in Robotic ManipulationCode0
Learning with Expert Abstractions for Efficient Multi-Task Continuous ControlCode0
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology ControlCode0
Model Synthesis for Zero-Shot Model AttributionCode0
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersCode0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form ExtractionCode0
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-ExpertsCode0
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Zero-shot Policy Learning with Spatial Temporal RewardDecomposition on Contingency-aware ObservationCode0
Convolutional Conditional Neural ProcessesCode0
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive PhysicsCode0
LAD: Language Models as Data for Zero-Shot DialogCode0
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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