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Zero-shot Generalization

Papers

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Showing 251–300 of 572 papers

TitleStatusHype
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation—0
Categorical Traffic Transformer: Interpretable and Diverse Behavior Prediction with Tokenized Latent—0
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective—0
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars—0
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance—0
CoMo: Learning Continuous Latent Motion from Internet Videos for Scalable Robot Learning—0
Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning—0
Compositional generalization through abstract representations in human and artificial neural networks—0
Compound Expression Recognition via Large Vision-Language Models—0
Concept-modulated model-based offline reinforcement learning for rapid generalization—0
Context-Aware Multimodal Pretraining—0
Contrastive Learning of English Language and Crystal Graphs for Multimodal Representation of Materials Knowledge—0
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Cross-Embodiment Dexterous Grasping with Reinforcement Learning—0
Cross-Modal Attention Alignment Network with Auxiliary Text Description for zero-shot sketch-based image retrieval—0
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval—0
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing—0
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation—0
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray—0
DEAL: Disentangling Transformer Head Activations for LLM Steering—0
Decision Transformer as a Foundation Model for Partially Observable Continuous Control—0
Deep Equivariant Multi-Agent Control Barrier Functions—0
Deep Generative Adversarial Network for Occlusion Removal from a Single Image—0
Deep Learning based Optical Image Super-Resolution via Generative Diffusion Models for Layerwise in-situ LPBF Monitoring—0
Deep learning universal crater detection using Segment Anything Model (SAM)—0
DEL-Ranking: Ranking-Correction Denoising Framework for Elucidating Molecular Affinities in DNA-Encoded Libraries—0
Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing—0
Depth Anything with Any Prior—0
DEUX: Active Exploration for Learning Unsupervised Depth Perception—0
DiffCJK: Conditional Diffusion Model for High-Quality and Wide-coverage CJK Character Generation—0
DiffuVolume: Diffusion Model for Volume based Stereo Matching—0
Disentanglement and Compositionality of Letter Identity and Letter Position in Variational Auto-Encoder Vision Models—0
Disentangling Representations through Multi-task Learning—0
Do Transformers know symbolic rules, and would we know if they did?—0
Do We Need to Create Big Datasets to Learn a Task?—0
DynaPrompt: Dynamic Test-Time Prompt Tuning—0
EasyInsert: A Data-Efficient and Generalizable Insertion Policy—0
EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM—0
EC-Diffuser: Multi-Object Manipulation via Entity-Centric Behavior Generation—0
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction—0
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance—0
Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning—0
Encoding Explanatory Knowledge for Zero-shot Science Question Answering—0
EndoVLA: Dual-Phase Vision-Language-Action Model for Autonomous Tracking in Endoscopy—0
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization—0
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance—0
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments—0
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models—0
Fairness-Aware Online Meta-learning—0
Federated reinforcement learning for robot motion planning with zero-shot generalization—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