Proceedings of the AAAI Conference on Artificial Intelligence 2023: all accepted papers
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- Deep Equilibrium Models for Snapshot Compressive Imaging ↗Yaping Zhao, Siming Zheng, Xin Yuan23 citations
- Differentially Private Learning with Per-Sample Adaptive Clipping ↗Tianyu Xia, Shuheng Shen, Su Yao et al.23 citations
- Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning ↗Liwei Yang, Xiang Gu, Jian Zhong Sun23 citations
- MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model ↗Jialing He, Jiamou Liu, Zijian Zhang et al.23 citations
- Pixel-Wise Warping for Deep Image Stitching ↗Hyeokjun Kweon, Hyeonseong Kim, Yoonsu Kang et al.23 citations
- Predictive Multiplicity in Probabilistic Classification ↗Jamelle Watson-Daniels, David C. Parkes, Berk Ustun23 citations
- Recurrent Structure Attention Guidance for Depth Super-resolution ↗Jiayi Yuan, Haobo Jiang, Xiang Li et al.23 citations
- Referring Expression Comprehension Using Language Adaptive Inference ↗Wei Su, Peihan Miao, Huanzhang Dou et al.23 citations
- Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning ↗Bingchen Huang, Zhineng Chen, Peng Zhou et al.23 citations
- Scalable and Effective Conductance-Based Graph Clustering ↗Longlong Lin, Rong-Hua Li, Tao Jia23 citations
- See Your Emotion from Gait Using Unlabeled Skeleton Data ↗Haifeng Lu, Xiping Hu, Bin Hu23 citations
- Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with Large Eroded Gaps ↗Xingke Song, Jiahuan Jin, Chenglin Yao et al.23 citations
- SigMaNet: One Laplacian to Rule Them All ↗Stefano Fiorini, Stefano Coniglio, Michele Ciavotta et al.23 citations
- Tensorized Incomplete Multi-View Clustering with Intrinsic Graph Completion ↗Shuping Zhao, Jie Wen, Lunke Fei et al.23 citations
- A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding ↗Lizhi Cheng, Wenmian Yang, Weijia Jia22 citations
- Accurate Fairness: Improving Individual Fairness without Trading Accuracy ↗Xuran Li, Peng Wu, Jing Su22 citations
- CMNet: Contrastive Magnification Network for Micro-Expression Recognition ↗Mengting Wei, Xingxun Jiang, Wenming Zheng et al.22 citations
- COCA: COllaborative CAusal Regularization for Audio-Visual Question Answering ↗Mingrui Lao, Nan Pu, Yu Liu et al.22 citations
- Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach ↗Samuel Westby, Christoph Riedl22 citations
- Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing ↗Hao Zhou, Shaoming Li, Guibin Jiang et al.22 citations
- Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks ↗Zhaoliang Chen, Zhihao Wu, Shiping Wang et al.22 citations
- Gradient-Based Graph Attention for Scene Text Image Super-resolution ↗Xiangyuan Zhu, Kehua Guo, Hui Fang et al.22 citations
- Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning ↗Chen Chen, Yu‐Chen Hu, Qiang Zhang et al.22 citations
- Mitigating Negative Transfer in Multi-Task Learning with Exponential Moving Average Loss Weighting Strategies (Student Abstract) ↗Anish Lakkapragada, Essam Sleiman, Saimourya Surabhi et al.22 citations
- Multi-Modality Deep Network for Extreme Learned Image Compression ↗Xuhao Jiang, Weimin Tan, Tian Tan et al.22 citations
- Reinforcement Learning for Branch-and-Bound Optimisation Using Retrospective Trajectories ↗Christopher W. F. Parsonson, Alexandre Laterre, Thomas D. Barrett22 citations
- Simple and Effective Synthesis of Indoor 3D Scenes ↗Jing Yu Koh, Harsh Agrawal, Dhruv Batra et al.22 citations
- TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers ↗Daniil Kirilenko, Андрейчук Антон Андреевич, Aleksandr I. Panov et al.22 citations
- Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction ↗Shiwei Li, Huifeng Guo, Lu Hou et al.21 citations
- BETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning ↗Haoyang Bi, Enhong Chen, Weidong He et al.21 citations
- Boundary Graph Neural Networks for 3D Simulations ↗Andreas Mayr, Sebastian Lehner, Arno Mayrhofer et al.21 citations
- COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning ↗Shivangi Aneja, Chris Bregler, Matthias Nießner21 citations
- Cross-Modal Distillation for Speaker Recognition ↗Yufeng Jin, Guosheng Hu, Haonan Chen et al.21 citations
- Curriculum Multi-Negative Augmentation for Debiased Video Grounding ↗Xiaohan Lan, Yitian Yuan, Hong Chen et al.21 citations
- DarkFeat: Noise-Robust Feature Detector and Descriptor for Extremely Low-Light RAW Images ↗Yuze He, Yubin Hu, Zhao Wang et al.21 citations
- Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization ↗Beier Zhu, Yulei Niu, Saeil Lee et al.21 citations
- DisGUIDE: Disagreement-Guided Data-Free Model Extraction ↗Jonathan Rosenthal, Eric Enouen, Hung Viet Pham et al.21 citations
- Discriminability and Transferability Estimation: A Bayesian Source Importance Estimation Approach for Multi-Source-Free Domain Adaptation ↗Zhongyi Han, Zhiyan Zhang, Fan Wang et al.21 citations
- Domain Adaptation with Adversarial Training on Penultimate Activations ↗Tao Sun, Cheng Youn Lu, Haibin Ling21 citations
- Dynamic Structure Pruning for Compressing CNNs ↗Jun-Hyung Park, Yeachan Kim, Junho Kim et al.21 citations
- Formalising the Robustness of Counterfactual Explanations for Neural Networks ↗Junqi Jiang, Francesco Leofante, Antonio Rago et al.21 citations
- GAM: Gradient Attention Module of Optimization for Point Clouds Analysis ↗Haotian Hu, Fanyi Wang, Zhiwang Zhang et al.21 citations
- Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition ↗Jingcai Guo, Song Guo, Qihua Zhou et al.21 citations
- Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning ↗Dongjie Wang, Lingfei Wu, Denghui Zhang et al.21 citations
- Hypotheses Tree Building for One-Shot Temporal Sentence Localization ↗Daizong Liu, Xiang Fang, Pan Zhou et al.21 citations
- Learning to Learn Better for Video Object Segmentation ↗Meng Lan, Jing Zhang, Lefei Zhang et al.21 citations
- On Grounded Planning for Embodied Tasks with Language Models ↗Bill Yuchen Lin, Chengsong Huang, Qian Liu et al.21 citations
- Probabilities Are Not Enough: Formal Controller Synthesis for Stochastic Dynamical Models with Epistemic Uncertainty ↗Thom Badings, Licio B. R. R. Romao, Alessandro Abate et al.21 citations
- Robust-MSA: Understanding the Impact of Modality Noise on Multimodal Sentiment Analysis ↗Huisheng Mao, Baozheng Zhang, Hua Xu et al.21 citations
- SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data ↗Runzhao Yang, Tingxiong Xiao, Yuxiao Cheng et al.21 citations
- Sparse Coding in a Dual Memory System for Lifelong Learning ↗Fahad Sarfraz, Elahe Arani, Bahram Zonooz21 citations
- SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning ↗Jinxiang Lai, Siqian Yang, Wenlong Wu et al.21 citations
- Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness ↗Xinling Liu, Jingyao Hou, Jiangjun Peng et al.21 citations
- Towards Safe Mechanical Ventilation Treatment Using Deep Offline Reinforcement Learning ↗Flemming Kondrup, Thomas Jiralerspong, Elaine Lau et al.21 citations
- Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations ↗Wuzhe Xu, Yulong Lu, Li Wang21 citations
- A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning ↗Fangqi Zhu, Jun Gao, Changlong Yu et al.20 citations
- Attention-Conditioned Augmentations for Self-Supervised Anomaly Detection and Localization ↗Behzad Bozorgtabar, Dwarikanath Mahapatra20 citations
- Compositional Prototypical Networks for Few-Shot Classification ↗Qiang Lyu, Weiqiang Wang20 citations
- Conditional Syntax Splitting for Non-monotonic Inference Operators ↗Jesse Heyninck, Gabriele Kern-Isberner, Thomas Andreas Meyer et al.20 citations
- DACOM: Learning Delay-Aware Communication for Multi-Agent Reinforcement Learning ↗Tingting Yuan, Hwei-Ming Chung, Jie Yuan et al.20 citations
- DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks ↗Zijiang Yang, Zhongwei Qiu, Dongmei Fu20 citations
- Deepfake Video Detection via Facial Action Dependencies Estimation ↗Lingfeng Tan, Yunhong Wang, Junfu Wang et al.20 citations
- Defending Backdoor Attacks on Vision Transformer via Patch Processing ↗Khoa D. Doan, Yingjie Lao, Peng Yang et al.20 citations
- Dynamic Multi-Behavior Sequence Modeling for Next Item Recommendation ↗Junsu Cho, Dongmin Hyun, Dong won Lim et al.20 citations
- FedGS: Federated Graph-Based Sampling with Arbitrary Client Availability ↗Zheng Wang, Xiaoliang Fan, Jianzhong Qi et al.20 citations
- GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps ↗Minsoo Kang, Suhyun Kim20 citations
- Modeling Human Trust and Reliance in AI-Assisted Decision Making: A Markovian Approach ↗Zhuoyan Li, Zhuoran Lu, Ming Yin20 citations
- Nested Named Entity Recognition as Building Local Hypergraphs ↗Yukun Yan, Bingling Cai, Sen Song20 citations
- Opinion Optimization in Directed Social Networks ↗Haoxin Sun, Zhongzhi Zhang20 citations
- ParaFormer: Parallel Attention Transformer for Efficient Feature Matching ↗Xiaoyong Lu, Yaping Yan, Bin Kang et al.20 citations
- Prompting Neural Machine Translation with Translation Memories ↗Abudurexiti Reheman, Tao Zhou, Yingfeng Luo et al.20 citations
- REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation ↗Caiqi Sun, Jiewei Gu, Binbin Hu et al.20 citations
- Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers ↗Lei Yuan, Ziqian Zhang, Ke Xue et al.20 citations
- RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments ↗Sijie Wang, Qiyu Kang, Rui She et al.20 citations
- SEFormer: Structure Embedding Transformer for 3D Object Detection ↗Xiaoyu Feng, Heming Du, Hehe Fan et al.20 citations
- Scalable Attributed-Graph Subspace Clustering ↗Chakib Fettal, Lazhar Labiod, Mohamed Nadif20 citations
- Semi-supervised Deep Large-Baseline Homography Estimation with Progressive Equivalence Constraint ↗Hai Jiang, Haipeng Li, Yuhang Lu et al.20 citations
- Set-to-Sequence Ranking-Based Concept-Aware Learning Path Recommendation ↗Xianyu Chen, Jian Shen, Wei Xia et al.20 citations
- THMA: Tencent HD Map AI System for Creating HD Map Annotations ↗Tang Kun, Xu Cao, Zhipeng Cao et al.20 citations
- Take Your Model Further: A General Post-refinement Network for Light Field Disparity Estimation via BadPix Correction ↗Rongshan Chen, Hao Sheng, Da Yang et al.20 citations
- The Sufficiency of Off-Policyness and Soft Clipping: PPO Is Still Insufficient according to an Off-Policy Measure ↗Xing Chen, Dongcui Diao, Hechang Chen et al.20 citations
- Audio-Visual Contrastive Learning with Temporal Self-Supervision ↗Simon Jenni, Alexander Black, John P. Collomosse19 citations
- Augmented Proximal Policy Optimization for Safe Reinforcement Learning ↗Juntao Dai, Jiaming Ji, Long Yang et al.19 citations
- Better and Faster: Adaptive Event Conversion for Event-Based Object Detection ↗Yansong Peng, Yueyi Zhang, Peilin Xiao et al.19 citations
- Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy ↗Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli19 citations
- CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion ↗Jinfeng Xu, Xianzhi Li, Yuan Yan Tang et al.19 citations
- Censored Fairness through Awareness ↗Wenbin Zhang, Tina Hernandez‐Boussard, Jeremy Weiss19 citations
- Compressing Transformers: Features Are Low-Rank, but Weights Are Not! ↗Hao Yu, Jianxin Wu19 citations
- Deep Graph Structural Infomax ↗Wenting Zhao, Gongping Xu, Zhen Cui et al.19 citations
- Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation ↗Dongsheng Wang, Xu Jia, Yang Zhang et al.19 citations
- Everyone’s Voice Matters: Quantifying Annotation Disagreement Using Demographic Information ↗Ruyuan Wan, Jaehyung Kim, Dongyeop Kang19 citations
- FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation ↗Xueyang Wu, Hengguan Huang, Youlong Ding et al.19 citations
- Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning ↗Wentao He, Jialu Zhang, Jianfeng Ren et al.19 citations
- KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations ↗Kai Yang, Yongxin Xu, Peinie Zou et al.19 citations
- Learning to Count Isomorphisms with Graph Neural Networks ↗Xingtong Yu, Zemin Liu, Yuan Fang et al.19 citations
- PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor ↗Shun Lu, Yu Hui Hu, Peihao Wang et al.19 citations
- Rethinking Data-Free Quantization as a Zero-Sum Game ↗Biao Qian, Yang Wang, Richang Hong et al.19 citations
- Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on Disparity ↗Qingsong Yan, Qiang Wang, Kaiyong Zhao et al.19 citations
- Signed Laplacian Graph Neural Networks ↗Yu Li, Meng Qu, Jian Guo Tang et al.19 citations
- Super-efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-supervised Learning ↗Huisi Wu, Jingyin Lin, Wende Xie et al.19 citations
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