SOTAVerified

Zero-shot Generalization

Papers

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Showing 301–350 of 572 papers

TitleStatusHype
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Triple-Encoders: Representations That Fire Together, Wire TogetherCode1
From Real World to Logic and Back: Learning Generalizable Relational Concepts For Long Horizon Robot Planning—0
3D Diffuser Actor: Policy Diffusion with 3D Scene RepresentationsCode3
Unsupervised Discovery of Object-Centric Neural Fields—0
On the Out-Of-Distribution Generalization of Multimodal Large Language Models—0
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology ControlCode0
Learning to Route Among Specialized Experts for Zero-Shot GeneralizationCode2
InCoRo: In-Context Learning for Robotics Control with Feedback Loops—0
Tag-LLM: Repurposing General-Purpose LLMs for Specialized DomainsCode1
Image-Caption Encoding for Improving Zero-Shot GeneralizationCode0
Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot LearningCode2
Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation LearningCode1
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model—0
Data-Free Generalized Zero-Shot LearningCode0
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with InstructionsCode2
Solving Continual Offline Reinforcement Learning with Decision Transformer—0
Exploring the Best Practices of Query Expansion with Large Language ModelsCode1
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models—0
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large ModelCode1
Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial RobustnessCode1
TimeGraphs: Graph-based Temporal Reasoning—0
ConfusionPrompt: Practical Private Inference for Online Large Language Models—0
Semantic Guidance Tuning for Text-To-Image Diffusion ModelsCode2
Unleashing Large-Scale Video Generative Pre-training for Visual Robot ManipulationCode2
Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning—0
A Dual Curriculum Learning Framework for Multi-UAV Pursuit-Evasion in Diverse Environments—0
Towards the Unification of Generative and Discriminative Visual Foundation Model: A Survey—0
General Object Foundation Model for Images and Videos at ScaleCode3
MmAP : Multi-modal Alignment Prompt for Cross-domain Multi-task Learning—0
How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary InvestigationCode1
Adaptive Human Trajectory Prediction via Latent Corridors—0
Multi-View Unsupervised Image Generation with Cross Attention Guidance—0
MuRF: Multi-Baseline Radiance FieldsCode1
Large Language Models are Good Prompt Learners for Low-Shot Image ClassificationCode1
Boosting Segment Anything Model Towards Open-Vocabulary LearningCode1
MASP: Scalable GNN-based Planning for Multi-Agent Navigation—0
I-PHYRE: Interactive Physical Reasoning—0
Repurposing Diffusion-Based Image Generators for Monocular Depth EstimationCode4
Categorical Traffic Transformer: Interpretable and Diverse Behavior Prediction with Tokenized Latent—0
Large Model Based Referring Camouflaged Object Detection—0
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers—0
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing—0
VSCode: General Visual Salient and Camouflaged Object Detection with 2D Prompt LearningCode1
A Safer Vision-based Autonomous Planning System for Quadrotor UAVs with Dynamic Obstacle Trajectory Prediction and Its Application with LLMs—0
Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense EncodersCode1
Neural-Logic Human-Object Interaction DetectionCode1
Improving Zero-shot Visual Question Answering via Large Language Models with Reasoning Question PromptsCode0
Towards Generalizable SER: Soft Labeling and Data Augmentation for Modeling Temporal Emotion Shifts in Large-Scale Multilingual SpeechCode0
Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels—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