Optimal Sparse Recovery with Decision Stumps
Comments Accepted to AAAI 2023
期刊&会议
AAAI
AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence
On the Sample Complexity of Vanilla Model-Based Offline Reinforcement Learning with Dependent Samples
Comments Accepted to AAAI-23
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary Environment
Comments 12 pages, 6 figures, accepted by AAAI 2023
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability
Comments In the Thirty-Seventh AAAI Conference on Artificial Intelligence, February 2023
SumREN: Summarizing Reported Speech about Events in News
Comments Accepted at AAAI 2023
GLCC: A General Framework for Graph-Level Clustering
Comments Accepted by Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2023)
Goal-Conditioned Q-Learning as Knowledge Distillation
Comments AAAI 2023 Accepted paper
DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video
Comments AAAI-23, 9pages
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
Comments Accepted by AAAI 2023
Learning-Assisted Algorithm Unrolling for Online Optimization with Budget Constraints
Comments Accepted by AAAI'23
Spatio-Temporal Meta-Graph Learning for Traffic Forecasting
Comments Accepted by AAAI 2023
Deconstructed Generation-Based Zero-Shot Model
Comments AAAI 2023
CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame
Comments AAAI 2023
Adaptive Texture Filtering for Single-Domain Generalized Segmentation
Comments Accepted by AAAI 2023
Very fast, approximate counterfactual explanations for decision forests
Comments A shorter version of this paper appears in AAAI 2023
Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching
Comments AAAI 2023
Efficient End-to-End Video Question Answering with Pyramidal Multimodal Transformer
Comments Accepted by AAAI 2023
ROIFormer: Semantic-Aware Region of Interest Transformer for Efficient Self-Supervised Monocular Depth Estimation
Comments Camera Ready for AAAI 2023
Multi-Source Survival Domain Adaptation
Comments 37th AAAI Conference on Artificial Intelligence, 2023. Includes Appendix
T2G-Former: Organizing Tabular Features into Relation Graphs Promotes Heterogeneous Feature Interaction
Comments AAAI 2023, Oral. Code: https://github.com/jyansir/t2g-former
Automata Cascades: Expressivity and Sample Complexity
Comments Full version with appendix of a paper with the same title that appears in the proceedings of AAAI 2023
Fine-grained Retrieval Prompt Tuning
Comments Accepted by AAAI 2023
Learning Pessimism for Robust and Efficient Off-Policy Reinforcement Learning
Comments Oral at the 37th AAAI Conference on Artificial Intelligence (AAAI-23)
Online certification of preference-based fairness for personalized recommender systems
Comments AAAI 2022
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation
Comments Accepted by AAAI 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
Comments Accepted by AAAI 2023
PyReason: Software for Open World Temporal Logic
Comments Equal contributions from first two authors. Accepted at 2023 AAAI Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI: MAKE)
On the complexity of PAC learning in Hilbert spaces
Comments 16 pages, 2 figures, to appear in the proceedings of the AAAI-2023 conference
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning
Comments 13 pages, 9 figures, accepted at AAAI 2023 (Oral Presentation)
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
Comments Accepted by AAAI-23
