SOTAVerified

Zero-shot Generalization

Papers

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Showing 501–550 of 572 papers

TitleStatusHype
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering—0
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning—0
Neural Disparity Refinement for Arbitrary Resolution StereoCode1
Multitask Prompted Training Enables Zero-Shot Task GeneralizationCode2
CLIP-Forge: Towards Zero-Shot Text-to-Shape GenerationCode1
Single-dataset Experts for Multi-dataset Question AnsweringCode1
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question AnsweringCode1
Fairness-Aware Online Meta-learning—0
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersCode0
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual PoliciesCode1
Learning to Represent State with Perceptual Schemata—0
Cross-Trajectory Representation Learning for Zero-Shot Generalization in RLCode0
Transferable and Distributed User Association Policies for 5G and Beyond Networks—0
What Can I Do Here? Learning New Skills by Imagining Visual AffordancesCode1
Coach-Player Multi-Agent Reinforcement Learning for Dynamic Team CompositionCode1
Encoding Explanatory Knowledge for Zero-shot Science Question Answering—0
Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent ProtocolsCode0
ZePHyR: Zero-shot Pose Hypothesis RatingCode1
On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems—0
Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment—0
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
Error-Aware Policy Learning: Zero-Shot Generalization in Partially Observable Dynamic Environments—0
Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control—0
Reinforcement Learning of Implicit and Explicit Control Flow in Instructions—0
Group Equivariant Conditional Neural Processes—0
Solving the Same-Different Task with Convolutional Neural Networks—0
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering—0
Grounding Language to Entities and Dynamics for Generalization in Reinforcement LearningCode1
Grounding Language to Entities for Generalization in Reinforcement Learning—0
Robust Imitation via Decision-Time Planning—0
A Coach-Player Framework for Dynamic Team Composition—0
Learning to Compose Hierarchical Object-Centric Controllers for Robotic Manipulation—0
Generalization to New Actions in Reinforcement LearningCode1
Do We Need to Create Big Datasets to Learn a Task?—0
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement LearningCode1
STAR: A Schema-Guided Dialog Dataset for Transfer LearningCode1
Learning Quadrupedal Locomotion over Challenging TerrainCode1
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot LabelsCode1
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks and Autoregressive Policy DecompositionCode1
RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering—0
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical ReasoningCode1
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold MixupCode1
Relational reasoning and generalization using non-symbolic neural networksCode0
Learning the Travelling Salesperson Problem Requires Rethinking GeneralizationCode1
Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulasCode1
Unifying Few- and Zero-Shot Egocentric Action Recognition—0
Program Guided Agent—0
Schema-Guided Dialogue State Tracking Task at DSTC8Code1
Rotation, Translation, and Cropping for 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