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Zero-shot Generalization

Papers

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Showing 301–350 of 572 papers

TitleStatusHype
Zero-Shot Monocular Scene Flow Estimation in the Wild—0
StereoGen: High-quality Stereo Image Generation from a Single Image—0
Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot CoordinationCode0
Robotic Programmer: Video Instructed Policy Code Generation for Robotic Manipulation—0
MADation: Face Morphing Attack Detection with Foundation ModelsCode0
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
On the Out-Of-Distribution Generalization of Large Multimodal Models—0
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
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
Zero-Shot Generalization for Blockage Localization in mmWave Communication—0
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction—0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion—0
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM—0
WiFo: Wireless Foundation Model for Channel Prediction—0
Lightweight Method for Interactive 3D Medical Image Segmentation with Multi-Round Result FusionCode0
Disentanglement and Compositionality of Letter Identity and Letter Position in Variational Auto-Encoder Vision Models—0
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement LearningCode0
S^3: Synonymous Semantic Space for Improving Zero-Shot Generalization of Vision-Language Models—0
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance—0
UTSD: Unified Time Series Diffusion Model—0
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control—0
Visatronic: A Multimodal Decoder-Only Model for Speech Synthesis—0
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models—0
Generating Out-Of-Distribution Scenarios Using Language Models—0
Context-Aware Multimodal Pretraining—0
SAM Carries the Burden: A Semi-Supervised Approach Refining Pseudo Labels for Medical SegmentationCode0
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments—0
Scalable Autoregressive Monocular Depth Estimation—0
MLAN: Language-Based Instruction Tuning Improves Zero-Shot Generalization of Multimodal Large Language ModelsCode0
Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos—0
Mono2Stereo: Monocular Knowledge Transfer for Enhanced Stereo Matching—0
In the Era of Prompt Learning with Vision-Language Models—0
Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting DiversityCode0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning—0
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking—0
GHIL-Glue: Hierarchical Control with Filtered Subgoal Images—0
Adversarial Environment Design via Regret-Guided Diffusion Models—0
Random Policy Enables In-Context Reinforcement Learning within Trust Horizons—0
BioMistral-NLU: Towards More Generalizable Medical Language Understanding through Instruction Tuning—0
LVSM: A Large View Synthesis Model with Minimal 3D Inductive Bias—0
DEL-Ranking: Ranking-Correction Denoising Framework for Elucidating Molecular Affinities in DNA-Encoded Libraries—0
MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge TransferCode0
On the Evaluation of Generative Robotic Simulations—0
Learning to Generate Diverse Pedestrian Movements from Web Videos with Noisy Labels—0
Zero-Shot Generalization of Vision-Based RL Without Data Augmentation—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