SOTAVerified

Zero-shot Generalization

Papers

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Showing 351–400 of 572 papers

TitleStatusHype
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection—0
Octavius: Mitigating Task Interference in MLLMs via LoRA-MoECode0
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction TuningCode1
Align Your Prompts: Test-Time Prompting with Distribution Alignment for Zero-Shot Generalization—0
Neural Field Dynamics Model for Granular Object Piles Manipulation—0
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy InstructionsCode1
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive TasksCode1
ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language AdaptersCode0
Matryoshka Diffusion ModelsCode2
Robot Skill Generalization via Keypoint Integrated Soft Actor-Critic Gaussian Mixture Models—0
Lag-Llama: Towards Foundation Models for Probabilistic Time Series ForecastingCode3
What Matters to You? Towards Visual Representation Alignment for Robot Learning—0
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining—0
From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language ModelsCode0
On the Zero-Shot Generalization of Machine-Generated Text Detectors—0
On the Performance of Multimodal Language Models—0
PACIT: Unlocking the Power of Examples for Better In-Context Instruction TuningCode0
Consciousness-Inspired Spatio-Temporal Abstractions for Better Generalization in Reinforcement LearningCode1
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
BELT:Bootstrapping Electroencephalography-to-Language Decoding and Zero-Shot Sentiment Classification by Natural Language Supervision—0
Light Field Diffusion for Single-View Novel View Synthesis—0
DEUX: Active Exploration for Learning Unsupervised Depth Perception—0
DePT: Decoupled Prompt TuningCode1
Compositional Learning of Visually-Grounded Concepts Using ReinforcementCode0
SQLdepth: Generalizable Self-Supervised Fine-Structured Monocular Depth EstimationCode1
DiffuVolume: Diffusion Model for Volume based Stereo Matching—0
Cross-Modal Retrieval Meets Inference:Improving Zero-Shot Classification with Cross-Modal Retrieval—0
Cheap Lunch for Medical Image Segmentation by Fine-tuning SAM on Few Exemplars—0
SAM Meets Robotic Surgery: An Empirical Study on Generalization, Robustness and Adaptation—0
EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerceCode2
TongueSAM: An Universal Tongue Segmentation Model Based on SAM with Zero-ShotCode1
Separate Anything You DescribeCode3
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIsCode5
Model Synthesis for Zero-Shot Model AttributionCode0
Towards Generalist Biomedical AI—0
Improving existing segmentators performance with zero-shot segmentatorsCode0
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTVCode1
Metric3D: Towards Zero-shot Metric 3D Prediction from A Single ImageCode4
Improving Zero-Shot Generalization for CLIP with Synthesized PromptsCode1
SAM^Med: A medical image annotation framework based on large vision model—0
Objaverse-XL: A Universe of 10M+ 3D ObjectsCode3
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain AdaptationCode1
PhD Thesis: Exploring the role of (self-)attention in cognitive and computer vision architecture—0
Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation—0
2nd Place Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly DetectionCode2
Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings—0
Gradient Ascent Post-training Enhances Language Model GeneralizationCode1
Digital Twin-Enhanced Wireless Indoor Navigation: Achieving Efficient Environment Sensing with Zero-Shot Reinforcement LearningCode1
Explore to Generalize in Zero-Shot RLCode0
Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal ContextCode1
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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