AAAI-2024-Papers

Application

1801-2000 papers

:id:	Title	Repo	Paper	Video
7094	Abstract Action Scheduling for Optimal Temporal Planning via OMT
8901	Pairwise-Label-Based Deep Incremental Hashing with Simultaneous Code
6208	Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor
8765	NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor
12810	Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic
6244	Transferable Adversarial Attacks for Object Detection Using Object-Aware
6477	Taxonomy Driven Fast Adversarial Training
3295	Kumaraswamy Wavelet for Heterophilic Scene Graph Generation
9125	Efficient Online Crowdsourcing with Complex Annotations
4045	BDIQA: A New Dataset for Video Question Answering to Explore Cognitive
9193	Semantic-Guided Novel Category Discovery
5992	MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer
8024	Rating-Based Reinforcement Learning
12050	Advancing Spatial Reasoning in Large Language Models: An In-Depth
9060	UniGen: A Unified Generative Framework for Retrieval and Question Answering
3033	Colour Passing Revisited: Lifted Model Construction with Commutative Factors
4178	Episodic Return Decomposition by Difference of Implicitly Assigned Sub-
11531	TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and
12826	Efficient Representation Learning of Satellite Image Time Series and Their
2047	ViT-Calibrator: Decision Stream Calibration for Vision Transformer
1246	Parallel Ranking of Ads and Creatives in Real-Time Advertising Systems
10373	Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via
10790	Towards Running Time Analysis of Interactive Multi-Objective Evolutionary
1955	PreRoutGNN for Timing Prediction with Order Preserving Partition: Global
9368	Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering
1556	Continual Relation Extraction via Sequential Multi-Task Learning
12377	Revisiting Graph-Based Fraud Detection in Sight of Heterophily and Spectrum
10996	Progressive Text-to-Image Diffusion with Soft Latent Direction
6918	Generalization Analysis of Machine Learning Algorithms via the Worst-Case
888	Bootstrapping Large Language Models for Radiology Report Generation
4818	Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image
7227	Dynamic Regret of Adversarial MDPs with Unknown Transition and Linear
9285	SciEval: A Multi-Level Large Language Model Evaluation Benchmark for
6895	DOGE-Train: Discrete Optimization on GPU with End-to-End Training
12939	Improving Open Set Recognition via Visual Prompts Distilled from Common-
8286	CrystalBox: Future-Based Explanations for Input-Driven Deep RL Systems
2636	GradTree: Learning Axis-Aligned Decision Trees with Gradient Descent
12012	Redefining ABA+ Semantics via Abstract Set-to-Set Attacks
12348	TexFit: Text-Driven Fashion Image Editing with Diffusion Models
9459	Personalized LoRA for Human-Centered Text Understanding
5844	Uncertainty-Aware GAN for Single Image Super Resolution Chenxi MaMain Track 2581 DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual
7767	Mitigating the Impact of False Negative in Dense Retrieval with Contrastive
2807	DiffBEV: Conditional Diffusion Model for Bird’s Eye View Perception
10722	CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark
3935	Incremental Quasi-Newton Methods with Faster Superlinear Convergence Rates
11292	Unsupervised Training Sequence Design: Efficient and Generalizable Agent
1052	SGNet: Structure Guided Network via Gradient-Frequency Awareness for Depth
203	Cell Graph Transformer for Nuclei Classification
9121	Patch-Aware Sample Selection for Efficient Masked Image Modeling
12379	Towards Effective and General Graph Unlearning via Mutual Evolution
11070	PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised
8452	Enhance Sketch Recognition’s Explainability via Semantic Component-Level
6709	Prior and Prediction Inverse Kernel Transformer for Single Image Defocus
6237	Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object
6905	Removing Interference and Recovering Content Imaginatively for Visible
1287	Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-
5818	GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate
9486	SMILEtrack: SiMIlarity LEarning for Occlusion-Aware Multiple Object Tracking Wang
4714	FedCSL: A Scalable and Accurate Approach to Federated Causal Structure
7247	Constraint Latent Space Matters: An Anti-anomalous Waveform Transformation
7047	Barely Supervised Learning for Graph-Based Fraud Detection
5717	UCMCTrack: Multi-Object Tracking with Uniform Camera Motion Compensation
13312	AdapEdit: Spatio-Temporal Guided Adaptive Editing Algorithm for Text-Based
12837	How to Evaluate Behavioral Models
6252	OctOcc: High-Resolution 3D Occupancy Prediction with Octree
530	Recasting Regional Lighting for Shadow Removal
10621	Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces
10606	LINGO-Space: Language-Conditioned Incremental Grounding for Space
8874	ROG_PL: Robust Open-Set Graph Learning via Region-Based Prototype
5526	RadarMOSEVE: A Spatial-Temporal Transformer Network for Radar-Only
1890	A Dual Stealthy Backdoor: From Both Spatial and Frequency Perspectives
9962	Towards Model Extraction Attacks in GAN-Based Image Translation via Domain
3376	Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD
3320	Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks
11307	Hierarchical Aligned Multimodal Learning for NER on Tweet Posts
6502	No Prejudice! Fair Federated Graph Neural Networks for Personalized
13622	TimesURL: Self-Supervised Contrastive Learning for Universal Time Series
7000	A Theory of Non-acyclic Generative Flow Networks
4225	Shadow Generation with Decomposed Mask Prediction and Attentive Shadow
9606	CLIM: Contrastive Language-Image Mosaic for Region Representation
1901	Existence Is Chaos: Enhancing 3D Human Motion Prediction with Uncertainty
2862	Identification for Tree-Shaped Structural Causal Models in Polynomial Time
7159	An Approximate Skolem Function Counter
6495	Uni-MIS: United Multiple Intent Spoken Language Understanding via Multi-View
4791	DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point
11061	Gaussian Process Neural Additive Models
13608	Neural Causal Abstractions
7124	ICAR: Image-Based Complementary Auto Reasoning
12345	Synergistic Multiscale Detail Refinement via Intrinsic Supervision for Underwater
7231	Colored Noise in PPO: Improved Exploration and Performance through
13592	Data Augmented Graph Neural Networks for Personality Detection
2620	Generative Calibration of Inaccurate Annotation for Label Distribution Learning
7346	Enhancing Ensemble Clustering with Adaptive High-Order Topological Weights
7190	DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition
2480	Decoupled Optimisation for Long-Tailed Visual Recognition
4566	NodeMixup: Tackling Under-Reaching for Graph Neural Networks
475	A Transfer Approach Using Graph Neural Networks in Deep Reinforcement
10695	Recall-Oriented Continual Learning with Generative Adversarial Meta-Model
9960	An Effective Polynomial Technique for Compiling Conditional Effects Away Alfonso
501	Multi-View People Detection in Large Scenes via Supervised View-Wise
1205	Decoding Global Preferences: Temporal and Cooperative Dependency Modeling
9350	LLM vs Small Model? Large Language Model Based Text Augmentation
7625	Hybrid-SORT: Weak Cues Matter for Online Multi-Object Tracking
4227	SpectralNeRF: Physically Based Spectral Rendering with Neural Radiance Field
11699	SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data
7353	DAG-Aware Variational Autoencoder for Social Propagation Graph Generation
12189	Fairness without Demographics through Shared Latent Space-Based Debiasing
2109	Disentangled Partial Label Learning
8568	InterpretARA: Enhancing Hybrid Automatic Readability Assessment with
3058	Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-
11104	Learning Multi-Modal Cross-Scale Deformable Transformer Network for
13249	Generative Multi-Modal Knowledge Retrieval with Large Language Models
7785	ScanERU: Interactive 3D Visual Grounding Based on Embodied Reference
6707	ProxyDet: Synthesizing Proxy Novel Classes via Classwise Mixup for Open-
10775	Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB
10759	AUC Optimization from Multiple Unlabeled Datasets
10770	Attacking Transformers with Feature Diversity Adversarial Perturbation
5495	High-Quality Real-Time Rendering Using Subpixel Sampling Reconstruction
6610	Invariant Random Forest: Tree-Based Model Solution for OOD Generalization
8482	Exploring Transformer Extrapolation
6626	TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
1138	FACL-Attack: Frequency-Aware Contrastive Learning for Transferable
8810	Entropic Open-Set Active Learning
8751	Response Enhanced Semi-supervised Dialogue Query Generation
11241	READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for
1088	Deep Homography Estimation for Visual Place Recognition
11835	Stop! Planner Time: Metareasoning for Probabilistic Planning Using Learned
6766	Optimizing Local Satisfaction of Long-Run Average Objectives in Markov
5109	Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning
12672	Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-
7015	Dual-Prior Augmented Decoding Network for Long Tail Distribution in HOI
10260	Small Language Model Can Self-Correct
9701	GSO-Net: Grid Surface Optimization via Learning Geometric Constraints
12412	No Internal Regret with Non-convex Loss Functions Dravyansh SharmaMain Track 4567 DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized
7975	Prot2Text: Multimodal Protein’s Function Generation with GNNs and
7633	A Hierarchical Network for Multimodal Document-Level Relation Extraction
13415	M2Doc: A Multi-Modal Fusion Approach for Document Layout Analysis
7822	Low-Light Face Super-resolution via Illumination, Structure, and Texture
4450	EPSD: Early Pruning with Self-Distillation for Efficient Model Compression
10772	Protect Your Score: Contact-Tracing with Differential Privacy Guarantees
13815	Improved Anonymous Multi-Agent Path Finding Algorithm Zain
7306	Generative-Based Fusion Mechanism for Multi-Modal Tracking
3789	Towards Epistemic-Doxastic Planning with Observation and Revision
5267	Frequency Shuffling and Enhancement for Open Set Recognition
5435	NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning
196	GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially
8200	One Self-Configurable Model to Solve Many Abstract Visual Reasoning
1722	From Past to Future: Rethinking Eligibility Traces
8893	A Diffusion Model with State Estimation for Degradation-Blind Inverse Imaging
5360	ConSequence: Synthesizing Logically Constrained Sequences for Electronic
11817	Temporal-Distributed Backdoor Attack against Video Based Action Recognition
10959	Self-Supervised 3D Human Mesh Recovery from a Single Image with
3271	Spatial Voting with Incomplete Voter Information
12722	SEC: More Accurate Clustering Algorithm via Structural Entropy
3577	Descanning: From Scanned to the Original Images with a Color Correction
7615	SparseGNV: Generating Novel Views of Indoor Scenes with Sparse RGB-D
4957	Scale Optimization Using Evolutionary Reinforcement Learning for Object
3095	Distributed Manifold Hashing for Image Set Classification and Retrieval
6529	Collaborative Tooth Motion Diffusion Model in Digital Orthodontics
8275	An Information-Flow Perspective on Algorithmic Fairness
8014	Robustly Train Normalizing Flows via KL Divergence Regularization
170	CAR-Transformer: Cross-Attention Reinforcement Transformer for Cross-Lingual
13888	Simple Image-Level Classification Improves Open-Vocabulary Object Detection
13926	CoVR: Learning Composed Video Retrieval from Web Video Captions
14137	Double-Descent Curves in Neural Networks: A New Perspective Using Gaussian
14114	Unknown-Aware Graph Regularization for Robust Semi-supervised Learning
14034	Building Minimal and Reusable Causal State Abstractions for Reinforcement
13864	Learning Encodings for Constructive Neural Combinatorial Optimization Needs
14190	DeRDaVa: Deletion-Robust Data Valuation for Machine Learning
13931	Federated Partial Label Learning with Local-Adaptive Augmentation and
13865	CGMGM: A Cross-Gaussian Mixture Generative Model for Few-Shot Semantic
14075	NavGPT: Explicit Reasoning in Vision-and-Language Navigation with Large
13915	Efficient Constrained K-center Clustering with Background Knowledge
13924	Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label
14090	Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks
13894	Privacy Amplification by Iteration for ADMM with (Strongly) Convex Objective
14063	CGS-Mask: Making Time Series Predictions Intuitive for All
14062	Text Diffusion with Reinforced Conditioning
13893	Doubly Perturbed Task Free Continual Learning Byung
13934	Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns
14005	PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable
13968	Detection and Defense of Unlearnable Examples
13994	Decentralized Scheduling with QoS Constraints: Achieving O(1) QoS Regret of
13860	Hierarchical Multi-Marginal Optimal Transport for Network Alignment
13995	Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection
14163	Semi-supervised Learning of Dynamical Systems with Neural Ordinary
14045	A Plug-and-Play Quaternion Message-Passing Module for Molecular
14085	3D Visibility-Aware Generalizable Neural Radiance Fields for Interacting Hands
14134	Exploring Post-training Quantization in LLMs from Comprehensive Study to Low
14207	New Classes of the Greedy-Applicable Arm Feature Distributions in the Sparse
14212	Convolutional Channel-Wise Competitive Learning for the Forward-Forward
14002	CcDPM: A Continuous Conditional Diffusion Probabilistic Model for Inverse
13901	Deep Quantum Error Correction
14065	Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion
14041	Universal Weak Coreset
13966	DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized
14042	RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis
14033	Robust Visual Imitation Learning with Inverse Dynamics Representations
14159	Offline Model-Based Optimization via Policy-Guided Gradient Search
14074	Generator Assisted Mixture of Experts for Feature Acquisition in Batch