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Zero-Shot Learning

3043 directly classified papers

Papers per year

Papers

Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation NAACL 2024
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning NIPS 2024
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning NIPS 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval NIPS 2024
Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NIPS 2024
Distributional Successor Features Enable Zero-Shot Policy Optimization NIPS 2024
Textual Training for the Hassle-Free Removal of Unwanted Visual Data: Case Studies on OOD and Hateful Image Detection NIPS 2024
Stabilizing Zero-Shot Prediction: A Novel Antidote to Forgetting in Continual Vision-Language Tasks NIPS 2024
Foundation Inference Models for Markov Jump Processes NIPS 2024
Building Timeseries Dataset: Empowering Large-Scale Building Analytics NIPS 2024
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint NIPS 2024
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning NIPS 2024
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data NIPS 2024
SA3DIP: Segment Any 3D Instance with Potential 3D Priors NIPS 2024
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion NIPS 2024
Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation NIPS 2024
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction NIPS 2024
MotionCraft: Physics-Based Zero-Shot Video Generation NIPS 2024
ResAD: A Simple Framework for Class Generalizable Anomaly Detection NIPS 2024
Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection NIPS 2024
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli NIPS 2024
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving NIPS 2024
CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding NIPS 2024
eagerlearners at SemEval2024 Task 5: The Legal Argument Reasoning Task in Civil Procedure NAACL 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions NIPS 2024