Proceedings of the AAAI Conference on Artificial Intelligence 2024: all accepted papers
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- Transformer-Based Selective Super-resolution for Efficient Image Refinement ↗Tianyi Zhang, Kishore Kasichainula, Yaoxin Zhuo et al.16 citations
- Uncertainty-Aware GAN for Single Image Super Resolution ↗Chenxi Ma16 citations
- UniADS: Universal Architecture-Distiller Search for Distillation Gap ↗Liming Lu, Zhenghan Chen, Xiaoyu Lu et al.16 citations
- Unsupervised Group Re-identification via Adaptive Clustering-Driven Progressive Learning ↗Hongxu Chen, Quan Zhang, Jianhuang Lai et al.16 citations
- Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering ↗Xiaowei Qian, Bingheng Li, Zhao Kang16 citations
- ViTEraser: Harnessing the Power of Vision Transformers for Scene Text Removal with SegMIM Pretraining ↗Dezhi Peng, Chongyu Liu, Yuliang Liu et al.16 citations
- A Robust Mutual-Reinforcing Framework for 3D Multi-Modal Medical Image Fusion Based on Visual-Semantic Consistency ↗Hao Zhang, Xuhui Zuo, Huabing Zhou et al.15 citations
- Autoregressive Omni-Aware Outpainting for Open-Vocabulary 360-Degree Image Generation ↗Zhuqiang Lu, Kun Hu, Chaoyue Wang et al.15 citations
- Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles ↗Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer et al.15 citations
- CatFormer: Category-Level 6D Object Pose Estimation with Transformer ↗Sheng Wu Yu, Di‐Hua Zhai, Yuanqing Xia15 citations
- Chain-of-Thought Improves Text Generation with Citations in Large Language Models ↗Bin Ji, Huijun Liu, Mingzhe Du et al.15 citations
- Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning ↗Shuai Shao, Yu Bai, Yan Wang et al.15 citations
- Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence ↗Shengbo Wang, Ke Li15 citations
- Continual Relation Extraction via Sequential Multi-Task Learning ↗Thanh-Thien Le, Manh Nguyen, Tung Thanh Nguyen et al.15 citations
- Continual Vision-Language Retrieval via Dynamic Knowledge Rectification ↗Zhenyu Cui, Yuxin Peng, Xun Wang et al.15 citations
- Data Shunt: Collaboration of Small and Large Models for Lower Costs and Better Performance ↗Chen Dong, Yueting Zhuang, Shuo Zhang et al.15 citations
- Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks ↗Yankai Chen, Yixiang Fang, Qiongyan Wang et al.15 citations
- Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning ↗Shuning Xu, Binbin Song, Xiangyu Chen et al.15 citations
- Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed ↗Yubin Xiao, Di Wang, Boyang Li et al.15 citations
- DreamIdentity: Enhanced Editability for Efficient Face-Identity Preserved Image Generation ↗Zhuowei Chen, Shancheng Fang, Wei Liu et al.15 citations
- Efficient Lightweight Image Denoising with Triple Attention Transformer ↗Yubo Zhou, Jin Lin, Fangchen Ye et al.15 citations
- Explicitly Perceiving and Preserving the Local Geometric Structures for 3D Point Cloud Attack ↗Daizong Liu, Wei Hu15 citations
- FedST: Federated Style Transfer Learning for Non-IID Image Segmentation ↗Boyuan Ma, Xiang Yin, Jing Tan et al.15 citations
- Fewer Steps, Better Performance: Efficient Cross-Modal Clip Trimming for Video Moment Retrieval Using Language ↗Xiang Fang, Daizong Liu, Wanlong Fang et al.15 citations
- FoSp: Focus and Separation Network for Early Smoke Segmentation ↗Lujian Yao, Haitao Zhao, Jingchao Peng et al.15 citations
- From Consumers to Critical Users: Prompty, an AI Literacy Tool for High School Students ↗Deepak Varuvel Dennison, Raycelle C. C. Garcia, Parth Sarin et al.15 citations
- G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for Graph Transformer Networks ↗Anchun Gui, Jinqiang Ye, Han Xiao15 citations
- HyperFast: Instant Classification for Tabular Data ↗David Bonet, Daniel Mas Montserrat, Xavier Giró-i-Nieto et al.15 citations
- Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching ↗Huatian Zhang, Lei Zhang, Kun Zhang et al.15 citations
- LLMGuard: Guarding against Unsafe LLM Behavior ↗Shubh Goyal, Medha Hira, Shubham Kumar Mishra et al.15 citations
- Label Attentive Distillation for GNN-Based Graph Classification ↗Xiaobin Hong, Wenzhong Li, Chaoqun Wang et al.15 citations
- Learning Temporal Resolution in Spectrogram for Audio Classification ↗Haohe Liu, Xubo Liu, Qiuqiang Kong et al.15 citations
- Learning to Prompt Knowledge Transfer for Open-World Continual Learning ↗Yujie Li, Xin She Yang, Hao Wang et al.15 citations
- Leveraging Partial Symmetry for Multi-Agent Reinforcement Learning ↗Xin Yu, Rongye Shi, Pu Feng et al.15 citations
- M-BEV: Masked BEV Perception for Robust Autonomous Driving ↗Siran Chen, Yue Ma, Yu Qiao et al.15 citations
- MM-TTS: Multi-Modal Prompt Based Style Transfer for Expressive Text-to-Speech Synthesis ↗Wenhao Guan, Yishuang Li, Tao Li et al.15 citations
- MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts ↗Zhitian Xie, Y Zhang, Chenyi Zhuang et al.15 citations
- Motion Deblurring via Spatial-Temporal Collaboration of Frames and Events ↗Yang Wen, Jinjian Wu, Jupo Ma et al.15 citations
- Multi-Dimensional Fair Federated Learning ↗Cong Su, Guoxian Yu, Jun Wang et al.15 citations
- Multiscale Attention Wavelet Neural Operator for Capturing Steep Trajectories in Biochemical Systems ↗Jiayang Su, Junbo Ma, Songyang Tong et al.15 citations
- Open-Set Graph Domain Adaptation via Separate Domain Alignment ↗Yu Wang, Ronghang Zhu, Pengsheng Ji et al.15 citations
- PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction ↗Lirong Wu, Yufei Huang, Cheng Tan et al.15 citations
- Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images ↗Bao Li, Zhenyu Liu, Lizhi Shao et al.15 citations
- Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation ↗Wenbo Wang, Bingquan Liu, Lili Shan et al.15 citations
- Quad Bayer Joint Demosaicing and Denoising Based on Dual Encoder Network with Joint Residual Learning ↗Bolun Zheng, Haoran Li, Quan Chen et al.15 citations
- R3CD: Scene Graph to Image Generation with Relation-Aware Compositional Contrastive Control Diffusion ↗Jinxiu Liu, Qi Liu15 citations
- RetLLM-E: Retrieval-Prompt Strategy for Question-Answering on Student Discussion Forums ↗Chancharik Mitra, Mihran Miroyan, Rishi Jain et al.15 citations
- Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking ↗Xingyu Zhu, Guanhui Ye, Xiapu Luo et al.15 citations
- Retrieval-Augmented Primitive Representations for Compositional Zero-Shot Learning ↗Chenchen Jing, Yukun Li, Hao Chen et al.15 citations
- Scaling and Masking: A New Paradigm of Data Sampling for Image and Video Quality Assessment ↗Yongxu Liu, Yinghui Quan, Guoyao Xiao et al.15 citations
- Selective Deep Autoencoder for Unsupervised Feature Selection ↗Wael Hassanieh, Abdallah Chehade15 citations
- Selective and Orthogonal Feature Activation for Pedestrian Attribute Recognition ↗Junyi Wu, Yan Huang, Min Gao et al.15 citations
- Self-Distillation Regularized Connectionist Temporal Classification Loss for Text Recognition: A Simple Yet Effective Approach ↗Ziyin Zhang, Ning Lü, Minghui Liao et al.15 citations
- Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning ↗Wensheng Pan, Timin Gao, Yan Zhang et al.15 citations
- Spectral-Based Graph Neural Networks for Complementary Item Recommendation ↗Haitong Luo, Xuying Meng, Suhang Wang et al.15 citations
- SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model ↗Tao Wu, Xuewei Li, Zhongang Qi et al.15 citations
- Sync-NeRF: Generalizing Dynamic NeRFs to Unsynchronized Videos ↗Seoha Kim, Jeongmin Bae, Youngsik Yun et al.15 citations
- Task-Disruptive Background Suppression for Few-Shot Segmentation ↗Suho Park, SuBeen Lee, Sangeek Hyun et al.15 citations
- Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability ↗Mischa Dombrowski, Hadrien Reynaud, Johanna P. Müller et al.15 citations
- Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning ↗Wenhai Wan, Xinrui Wang, Ming-Kun Xie et al.15 citations
- Unplugged K-12 AI Learning: Exploring Representation and Reasoning with a Facial Recognition Game ↗Hansol Lim, Wookhee Min, Jessica L. Vandenberg et al.15 citations
- VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning ↗Tangfei Liao, Xiaoqin Zhang, Li Zhao et al.15 citations
- AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack ↗Ruikui Wang, Yuanfang Guo, Yunhong Wang14 citations
- Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning ↗Yi Cheng, Renjun Hu, Haochao Ying et al.14 citations
- Asymmetric Mutual Alignment for Unsupervised Zero-Shot Sketch-Based Image Retrieval ↗Zhihui Yin, Jiexi Yan, Chenghao Xu et al.14 citations
- Binding-Adaptive Diffusion Models for Structure-Based Drug Design ↗Zhilin Huang, Ling Qiang Yang, Zaixi Zhang et al.14 citations
- CAMEL: Capturing Metaphorical Alignment with Context Disentangling for Multimodal Emotion Recognition ↗Linhao Zhang, Li Jin, Guangluan Xu et al.14 citations
- CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems ↗Jie Sun, Zhaoying Ding, Xiaoshuang Chen et al.14 citations
- Chasing Fairness in Graphs: A GNN Architecture Perspective ↗Zhimeng Jiang, Xiaotian Han, Chao Fan et al.14 citations
- Collaborative Tooth Motion Diffusion Model in Digital Orthodontics ↗Yeying Fan, Guangshun Wei, Chen Wang et al.14 citations
- Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach ↗Yuyang Chai, Zhuang Li, Jiahui Liu et al.14 citations
- Conditional Backdoor Attack via JPEG Compression ↗Qiuyu Duan, Zhongyun Hua, Qing Liao et al.14 citations
- ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context ↗Chenxiao Wu, Wenjun Ke, Peng Wang et al.14 citations
- Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation ↗Jiyong Li, Dilshod Azizov, Yang Li et al.14 citations
- DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction) ↗Qiaoyue Tang, Frederick Shpilevskiy, Mathias Lécuyer14 citations
- Decoding AI’s Nudge: A Unified Framework to Predict Human Behavior in AI-Assisted Decision Making ↗Zhuoyan Li, Zhuoran Lu, Ming Yin14 citations
- Decoupled Textual Embeddings for Customized Image Generation ↗Yufei Cai, Yuxiang Wei, Zhilong Ji et al.14 citations
- DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual-Modality Generative Models ↗Yitian Liu, Zhouhui Lian14 citations
- Depression Detection via Capsule Networks with Contrastive Learning ↗Han Liu, Changya Li, Xiaotong Zhang et al.14 citations
- EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE ↗Junyi Chen, Longteng Guo, Jia Sun et al.14 citations
- ExpCLIP: Bridging Text and Facial Expressions via Semantic Alignment ↗Yicheng Zhong, Huawei Wei, Peiji Yang et al.14 citations
- From GARCH to Neural Network for Volatility Forecast ↗Pengfei Zhao, Haoren Zhu, Wilfred Ng et al.14 citations
- Harnessing Holistic Discourse Features and Triadic Interaction for Sentiment Quadruple Extraction in Dialogues ↗Bobo Li, Hao Fei, Lizi Liao et al.14 citations
- Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive Learning ↗Jiangmeng Li, Yifan Jin, Hang Gao et al.14 citations
- Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning ↗Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann et al.14 citations
- LLMEval: A Preliminary Study on How to Evaluate Large Language Models ↗Yue Zhang, Ming Zhang, Haipeng Yuan et al.14 citations
- Latent Space Editing in Transformer-Based Flow Matching ↗Vincent Tao Hu, Wei Zhang, Meng Tang et al.14 citations
- Learning Invariant Inter-pixel Correlations for Superpixel Generation ↗Sen Xu, Shikui Wei, Tao Ruan et al.14 citations
- Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation ↗Yuheng Jia, Xiaorui Peng, Ran Wang et al.14 citations
- M2SD:Multiple Mixing Self-Distillation for Few-Shot Class-Incremental Learning ↗Jinhao Lin, Ziheng Wu, Weifeng Lin et al.14 citations
- MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding ↗Haitao Yu, Mofei Song14 citations
- Memory-Efficient Reversible Spiking Neural Networks ↗Hong Zhang, Yu Zhang14 citations
- Omnidirectional Image Super-resolution via Bi-projection Fusion ↗Jian-Gang Wang, Yuning Cui, Yawen Li et al.14 citations
- On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning ↗Jiayi Chen, Aidong Zhang14 citations
- PCE-Palm: Palm Crease Energy Based Two-Stage Realistic Pseudo-Palmprint Generation ↗Jianlong Jin, Lei Shen, Ruixin Zhang et al.14 citations
- Progressive Poisoned Data Isolation for Training-Time Backdoor Defense ↗Yiming Chen, Haiwei Wu, Jiantao Zhou14 citations
- RG-GAN: Dynamic Regenerative Pruning for Data-Efficient Generative Adversarial Networks ↗Divya Saxena, Jiannong Cao, Jiahao Xu et al.14 citations
- RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation ↗Haiming Zhang, Xu Yan, Dongfeng Bai et al.14 citations
- Region-Aware Exposure Consistency Network for Mixed Exposure Correction ↗Jin Liu, Huiyuan Fu, Chuanming Wang et al.14 citations
- ResMatch: Residual Attention Learning for Feature Matching ↗Yuxin Deng, Kaining Zhang, Shihua Zhang et al.14 citations
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