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Zero-shot Generalization

Papers

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Showing 451–500 of 572 papers

TitleStatusHype
Transferable and Distributed User Association Policies for 5G and Beyond Networks—0
Quantifying uncertainty in lung cancer segmentation with foundation models applied to mixed-domain datasets—0
Turbocharging Solution Concepts: Solving NEs, CEs and CCEs with Neural Equilibrium Solvers—0
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos—0
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers—0
Unpaired Object-Level SAR-to-Optical Image Translation for Aircraft with Keypoints-Guided Diffusion Models—0
Unsupervised Discovery of Object-Centric Neural Fields—0
Unsupervised Prompt Tuning for Text-Driven Object Detection—0
UTSD: Unified Time Series Diffusion Model—0
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning—0
Video Event Reasoning and Prediction by Fusing World Knowledge from LLMs with Vision Foundation Models—0
Visatronic: A Multimodal Decoder-Only Model for Speech Synthesis—0
VisLanding: Monocular 3D Perception for UAV Safe Landing via Depth-Normal Synergy—0
Visual Image Reconstruction from Brain Activity via Latent Representation—0
ViTaPEs: Visuotactile Position Encodings for Cross-Modal Alignment in Multimodal Transformers—0
VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting—0
WeLM: A Well-Read Pre-trained Language Model for Chinese—0
What Matters for Model Merging at Scale?—0
What Matters to You? Towards Visual Representation Alignment for Robot Learning—0
WHISTRESS: Enriching Transcriptions with Sentence Stress Detection—0
WiFo: Wireless Foundation Model for Channel Prediction—0
Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers—0
WRT-SAM: Foundation Model-Driven Segmentation for Generalized Weld Radiographic Testing—0
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization—0
Zero-shot Audio Source Separation through Query-based Learningfrom Weakly-labeled Data—0
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study—0
Zero-Shot Generalization for Blockage Localization in mmWave Communication—0
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering—0
Zero-Shot Generalization of Vision-Based RL Without Data Augmentation—0
Zero-Shot Monocular Scene Flow Estimation in the Wild—0
Zero-Shot Object-Centric Representation Learning—0
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks—0
ZeroVO: Visual Odometry with Minimal Assumptions—0
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation TypesCode0
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersCode0
Instruction Matters: A Simple yet Effective Task Selection for Optimized Instruction Tuning of Specific TasksCode0
ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance LabelingCode0
Inferring Behavior-Specific Context Improves Zero-Shot Generalization in Reinforcement LearningCode0
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology ControlCode0
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language ModelsCode0
Developmentally motivated emergence of compositional communication via template transferCode0
Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual SpeechCode0
RVTBench: A Benchmark for Visual Reasoning TasksCode0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
Rotation, Translation, and Cropping for Zero-Shot GeneralizationCode0
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsCode0
Relational reasoning and generalization using non-symbolic neural networksCode0
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot GeneralizationCode0
Towards Practical Multi-Object Manipulation using Relational Reinforcement LearningCode0
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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