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Zero-shot Generalization

Papers

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Showing 501–550 of 572 papers

TitleStatusHype
Interaction Modeling with Multiplex Attention—0
LAD: Language Models as Data for Zero-Shot DialogCode0
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue—0
Long Range Language Modeling via Gated State SpacesCode0
Curious Exploration via Structured World Models Yields Zero-Shot Object Manipulation—0
AnyMorph: Learning Transferable Polices By Inferring Agent Morphology—0
Transductive CLIP with Class-Conditional Contrastive Learning—0
Language Models are General-Purpose Interfaces—0
Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning—0
GAMR: A Guided Attention Model for (visual) ReasoningCode0
RACA: Relation-Aware Credit Assignment for Ad-Hoc Cooperation in Multi-Agent Deep Reinforcement Learning—0
VQ-AR: Vector Quantized Autoregressive Probabilistic Time Series Forecasting—0
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-ExpertsCode0
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering—0
Show, Don't Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue—0
Imitating, Fast and Slow: Robust learning from demonstrations via decision-time planning—0
SemSup: Semantic Supervision for Simple and Scalable Zero-shot GeneralizationCode0
Inference of Affordances and Active Motor Control in Simulated Agents—0
Do Transformers know symbolic rules, and would we know if they did?—0
Factored World Models for Zero-Shot Generalization in Robotic ManipulationCode0
ZeroPrompt: Scaling Prompt-Based Pretraining to 1,000 Tasks Improves Zero-Shot Generalization—0
CABACE: Injecting Character Sequence Information and Domain Knowledge for Enhanced Acronym and Long-Form ExtractionCode0
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot GeneralizationCode0
Zero-shot Audio Source Separation through Query-based Learningfrom Weakly-labeled Data—0
Improving Zero-shot Generalization in Offline Reinforcement Learning using Generalized Similarity Functions—0
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering—0
Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning—0
Fairness-Aware Online Meta-learning—0
KaggleDBQA: Realistic Evaluation of Text-to-SQL ParsersCode0
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
Encoding Explanatory Knowledge for Zero-shot Science Question Answering—0
Zero-Shot Generalization using Intrinsically Motivated Compositional Emergent ProtocolsCode0
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
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
Robust Imitation via Decision-Time Planning—0
Grounding Language to Entities for Generalization in Reinforcement Learning—0
A Coach-Player Framework for Dynamic Team Composition—0
Learning to Compose Hierarchical Object-Centric Controllers for Robotic Manipulation—0
Do We Need to Create Big Datasets to Learn a Task?—0
RD-GAN: Few/Zero-Shot Chinese Character Style Transfer via Radical Decomposition and Rendering—0
Relational reasoning and generalization using non-symbolic neural networksCode0
Unifying Few- and Zero-Shot Egocentric Action Recognition—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