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Zero-shot Generalization

Papers

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Showing 251–300 of 572 papers

TitleStatusHype
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
AoP-SAM: Automation of Prompts for Efficient Segmentation—0
RVTBench: A Benchmark for Visual Reasoning TasksCode0
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge SubtractionCode0
NVSPolicy: Adaptive Novel-View Synthesis for Generalizable Language-Conditioned Policy Learning—0
Depth Anything with Any Prior—0
Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing—0
Visual Image Reconstruction from Brain Activity via Latent Representation—0
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence—0
Learning Graph Representation of Agent DiffusersCode0
Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization—0
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution AlignmentCode0
A Review of 3D Object Detection with Vision-Language Models—0
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision—0
Dysarthria Normalization via Local Lie Group Transformations for Robust ASRCode0
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models—0
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study—0
Unpaired Object-Level SAR-to-Optical Image Translation for Aircraft with Keypoints-Guided Diffusion Models—0
Thinking agents for zero-shot generalization to qualitatively novel tasks—0
Aether: Geometric-Aware Unified World Modeling—0
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance—0
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation—0
GenM^3: Generative Pretrained Multi-path Motion Model for Text Conditional Human Motion Generation—0
Good Actions Succeed, Bad Actions Generalize: A Case Study on Why RL Generalizes Better—0
Learning with Expert Abstractions for Efficient Multi-Task Continuous ControlCode0
Foundation Feature-Driven Online End-Effector Pose Estimation: A Marker-Free and Learning-Free Approach—0
Compound Expression Recognition via Large Vision-Language Models—0
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model AdaptationCode0
A Recipe for Improving Remote Sensing VLM Zero Shot Generalization—0
PoseLess: Depth-Free Vision-to-Joint Control via Direct Image Mapping with VLM—0
OTTER: A Vision-Language-Action Model with Text-Aware Visual Feature Extraction—0
RAILGUN: A Unified Convolutional Policy for Multi-Agent Path Finding Across Different Environments and Tasks—0
Re-Imagining Multimodal Instruction Tuning: A Representation ViewCode0
Contrastive Learning of English Language and Crystal Graphs for Multimodal Representation of Materials Knowledge—0
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models—0
GeLLMO: Generalizing Large Language Models for Multi-property Molecule OptimizationCode0
WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing—0
Salience-Invariant Consistent Policy Learning for Generalization in Visual Reinforcement Learning—0
Mechanistic Understandings of Representation Vulnerabilities and Engineering Robust Vision Transformers—0
SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation—0
Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning—0
FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM—0
Test-time Loss Landscape Adaptation for Zero-Shot Generalization in Vision-Language Models—0
A Zero-Shot Generalization Framework for LLM-Driven Cross-Domain Sequential Recommendation—0
DynaPrompt: Dynamic Test-Time Prompt Tuning—0
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks—0
State Combinatorial Generalization In Decision Making With Conditional Diffusion Models—0
Survey on Monocular Metric Depth Estimation—0
MIFNet: Learning Modality-Invariant Features for Generalizable Multimodal Image Matching—0
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective—0
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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