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Zero-shot Generalization

Papers

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Showing 101–150 of 572 papers

TitleStatusHype
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
LR0.FM: Low-Res Benchmark and Improving Robustness for Zero-Shot Classification in Foundation ModelsCode1
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
Zero-Shot Monocular Scene Flow Estimation in the Wild—0
FoundationStereo: Zero-Shot Stereo MatchingCode7
DEFOM-Stereo: Depth Foundation Model Based Stereo MatchingCode3
MonSter: Marry Monodepth to Stereo Unleashes PowerCode4
StereoGen: High-quality Stereo Image Generation from a Single Image—0
Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot CoordinationCode0
Improving Zero-Shot Object-Level Change Detection by Incorporating Visual CorrespondenceCode1
Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation—0
MADation: Face Morphing Attack Detection with Foundation ModelsCode0
Depth Any Camera: Zero-Shot Metric Depth Estimation from Any CameraCode3
Spot Risks Before Speaking! Unraveling Safety Attention Heads in Large Vision-Language ModelsCode0
On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach—0
OW-OVD: Unified Open World and Open Vocabulary Object DetectionCode1
On the Out-Of-Distribution Generalization of Large Multimodal Models—0
FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few ImagesCode1
From Pixels to Predicates: Learning Symbolic World Models via Pretrained Vision-Language Models—0
EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation—0
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot GeneralizationCode1
Multiple Consistency-guided Test-Time Adaptation for Contrastive Audio-Language Models with Unlabeled Audio—0
Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-TreesCode0
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers UpCode3
Zero-Shot Generalization for Blockage Localization in mmWave Communication—0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion—0
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction—0
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask LearningCode2
WiFo: Wireless Foundation Model for Channel Prediction—0
Towards Open-Vocabulary Video Semantic SegmentationCode1
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM—0
Disentanglement and Compositionality of Letter Identity and Letter Position in Variational Auto-Encoder Vision Models—0
Large Concept Models: Language Modeling in a Sentence Representation SpaceCode7
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp SegmentationCode1
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement LearningCode0
Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image SegmentationCode1
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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