2001_2200.md

AAAI-2024-Papers

Application

2001-2200 papers

🆔	Title	Repo	Paper	Video
13987	Progressive Distillation Based on Masked Generation Feature Method for
14219	Provably Powerful Graph Neural Networks for Directed Multigraphs
14032	MemoryBank: Enhancing Large Language Models with Long-Term Memory
14098	Formal Logic Enabled Personalized Federated Learning through Property
13873	REGLO: Provable Neural Network Repair for Global Robustness Properties
14089	Secure Distributed Sparse Gaussian Process Models Using Multi-Key
14183	Learn to Follow: Decentralized Lifelong Multi-Agent Pathfinding via Planning and
14073	A General Search-Based Framework for Generating Textual Counterfactual
14101	Robust Communicative Multi-Agent Reinforcement Learning with Active Defense
14165	RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting
14158	Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN
13997	DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled
14185	Performative Federated Learning: A Solution to Model-Dependent and
14214	Multi-Architecture Multi-Expert Diffusion Models
13947	Eliciting Honest Information from Authors Using Sequential Review
14038	G-Adapter: Towards Structure-Aware Parameter-Efficient Transfer Learning for
14147	ConceptBed: Evaluating Concept Learning Abilities of Text-to-Image Diffusion
14071	Inducing Point Operator Transformer: A Flexible and Scalable Architecture for
13976	GLOP: Learning Global Partition and Local Construction for Solving Large-Scale
14004	Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with
13946	Stochastic Bayesian Optimization with Unknown Continuous Context Distribution
13952	Regret Analysis of Repeated Delegated Choice
14081	z-SignFedAvg: A Unified Stochastic Sign-Based Compression for Federated
14166	Contextual Pandora’s Box
13990	Robust Distributed Gradient Aggregation Using Projections onto Gradient
13971	Generative Model Perception Rectification Algorithm for Trade-Off between
14088	Taming Binarized Neural Networks and Mixed-Integer Programs
13876	Partial Label Learning with a Partner
14195	Faithful Model Explanations through Energy-Constrained Conformal
14127	A Graph Dynamics Prior for Relational Inference
14155	Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective
13895	A Closer Look at Curriculum Adversarial Training: From an Online Perspective
14080	Learning Explicit Contact for Implicit Reconstruction of Hand-Held Objects from
14044	Get a Head Start: On-Demand Pedagogical Policy Selection in Intelligent
13955	Statistical Spatially Inhomogeneous Diffusion Inference
13907	Input Margins Can Predict Generalization Too
14072	Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential
14218	OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference
14117	DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and
14148	Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize
14018	Robust Nonparametric Regression under Poisoning Attack
14187	Scores for Learning Discrete Causal Graphs with Unobserved Confounders
14210	Dynamic Knowledge Injection for AIXI Agents
14179	Understanding and Improving Optimization in Predictive Coding Networks
13928	PARSAC: Accelerating Robust Multi-Model Fitting with Parallel Sample
13913	Factored Online Planning in Many-Agent POMDPs
13918	Neural Reasoning about Agents’ Goals, Preferences, and Actions
14170	Principal-Agent Reward Shaping in MDPs
14043	Task Planning for Object Rearrangement in Multi-Room Environments
14221	Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel
14053	Feature Distribution Matching by Optimal Transport for Effective and Robust
14201	Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence
14064	A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with
14024	Guiding a Harsh-Environments Robust Detector via RAW Data Characteristic
13964	One at a Time: Progressive Multi-Step Volumetric Probability Learning for
13989	LimeAttack: Local Explainable Method for Textual Hard-Label Adversarial Attack
14191	A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem
13898	Mixed-Effects Contextual Bandits
14209	Beyond Attention: Breaking the Limits of Transformer Context Length with
13889	Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and
14197	Transportable Representations for Domain Generalization
14113	Exponential Hardness of Optimization from the Locality in Quantum Neural
13953	VIXEN: Visual Text Comparison Network for Image Difference Captioning
13859	MFOS: Model-Free & One-Shot Object Pose Estimation
14171	Hierarchical Topology Isomorphism Expertise Embedded Graph Contrastive
14142	Cumulative Regret Analysis of the Piyavskii–Shubert Algorithm and Its Variants
14021	PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
13906	Improved Bandits in Many-to-One Matching Markets with Incentive Compatibility
14196	Learning Representations on the Unit Sphere: Investigating Angular Gaussian
14026	Towards Real-World Test-Time Adaptation: Tri-net Self-Training with Balanced
13977	Complete Neural Networks for Complete Euclidean Graphs
13929	Probabilistic Offline Policy Ranking with Approximate Bayesian Computation
14118	DRF: Improving Certified Robustness via Distributional Robustness Framework
14220	Stealthy Adversarial Attacks on Stochastic Multi-Armed Bandits
14027	CutFreq: Cut-and-Swap Frequency Components for Low-Level Vision
14189	PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large
14094	Beyond Prototypes: Semantic Anchor Regularization for Better Representation
14022	Dynamic Spiking Graph Neural Networks
14056	Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on
13948	Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
13916	A Perspective of Q-value Estimation on Offline-to-Online Reinforcement
13872	Controllable Mind Visual Diffusion Model
14014	Reconciling Predictive and Statistical Parity: A Causal Approach
13880	Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical
14115	Better than Random: Reliable NLG Human Evaluation with Constrained Active
14206	DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-
13874	Dirichlet-Based Prediction Calibration for Learning with Noisy Labels
14066	HAGO-Net: Hierarchical Geometric Massage Passing for Molecular
1605	Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning based on Criminal Correlations
2401	Participation Incentives in Approval-Based Committee Elections
3151	MGNet: Learning Correspondences via Multiple Graphs
1615	Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning
2516	MobileInst: Video Instance Segmentation on the Mobile
8480	Uncertainty Regularized Evidential Regression
9500	Unsupervised Action Segmentation via Fast Learning of Semantically Consistent Actoms
6514	Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection
1667	Continuous Piecewise-Affine based Motion Model for Image Animation
278	EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer
3795	Learning Diffusions under Uncertainty
3731	Robustness-Guided Image Synthesis for Data-Free Quantization
3764	RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation
4307	GroundVLP: Harnessing Zero-Shot Visual Grounding from Vision-Language Pre-Training and Open-Vocabulary Object Detection
433	Enhanced Fine-Grained Motion Diffusion for Text-Driven Human Motion Synthesis
1474	Relational Distant Supervision for Image Captioning without Image-Text Pairs
2678	TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients
3765	Dual-Window Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging
6617	How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation
130	DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space
7041	Near-Optimal Resilient Aggregation Rules for Distributed Learning using 1-Center and 1-Mean Clustering with Outliers
6094	Customizing Language Model Responses with Contrastive In-Context Learning
3164	Learning MDL Logic Programs from Noisy Data
7728	Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context
3918	Who Knows the Answer? Finding the Best Model and Prompt for Each Query Using Confidence-based Search
11787	Exact Inference for Continuous-Time Gaussian Process Dynamics
1426	Theoretical and Empirical Analysis of Cost-Function Merging for Implicit Hitting Set WCSP Solving
2679	Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples
2029	Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model
11471	Learning Spatially Collaged Fourier Bases for Implicit Neural Representation
3544	Graph Reasoning Transformers for Knowledge-Aware Question Answering
5977	An Empirical Study of CLIP for Text-based Person Search
2279	HARDVS: Revisiting Human Activity Recognition with Dynamic Vision Sensors
3599	Enhancing Bilingual Lexicon Induction via Bi-Directional Translation Pair Retrieving
10305	High-Dimensional Analysis for Generalized Nonlinear Regression: From Asymptotics to Algorithm
5935	Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution
1131	Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities
2808	GAD-PVI: A General Accelerated Dynamic-Weight Particle-based Variational Inference Framework
11581	Can You Rely on Synthetic Labellers in Preference-based Reinforcement Learning? It's Complicated
5008	What to Remember: Self-Adaptive Continual Learning for Audio Deepfake Detection
3661	Neural Network Approximation for Pessimistic Offline Reinforcement Learning
2573	FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning
96	QAGait: Revisit Gait Recognition from a Quality Perspective
6522	T2I-Adapter: Learning Adapters to Dig Out more Controllable Ability for Text-to-Image Diffusion Models
13761	Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation
1584	Weighted Envy-Freeness for Submodular Valuations
3046	Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations
5462	Analyzing Generalization in Policy Networks: A Case Study with the Double-Integrator System
8374	FFT-based Dynamic Token Mixer for Vision
8567	IPRemover: A Generative Model Inversion Attack against Deep Neural Network Fingerprinting and Watermarking
6360	STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation
6528	Consistency-Guided Temperature Scaling using Style and Content Information for Out-of-Domain Calibration
5166	ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context
6562	U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting
3537	Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
7355	Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction
3292	Generalisation through Negation and Predicate Invention
10353	An Optimal Transport View for Subspace Clustering and Spectral Clustering
6384	MGQFormer: Mask-Guided Query-based Transformer for Image Manipulation Localization
118	UniCell: Universal Cell Nucleus Classification via Prompt Learning
13494	Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data
4476	SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter
4044	A General Implicit Framework for Fast NeRF Composition and Rendering
6643	SDGAN: Disentangling Semantic Manipulation for Facial Attribute Editing
1551	Intrinsic Phase-Preserving Networks for Depth Super Resolution
5046	Towards Automated Chinese Ancient Character Restoration: A Diffusion-based Method with a New Dataset
6320	FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
3844	Zero-Sum Games between Mean-Field Teams: Reachability-based Analysis under Mean-Field Sharing
8887	Improving GNN Calibration with Discriminative Ability: Insights and Strategies
3990	Cross-Modal Match for Language Conditioned 3D Object Grounding
5810	Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix
8952	Ced-NeRF: A Compact and Efficient Method for Dynamic Neural Radiance Fields
8499	Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck
8876	SemTra: A Semantic Skill Translator for Cross-Domain Zero-Shot Policy Adaptation
5999	Bidirectional Temporal Plan Graph: Enabling Switchable Passing Orders for more Efficient Multi-Agent Path Finding Plan Execution
11791	Quality-Diversity Generative Sampling for Learning with Synthetic Data
7772	Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
8491	Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting
4237	Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning
11517	Cheaper and Faster: Distributed Deep Reinforcement Learning with Serverless Computing
10715	Data-Free Generalized Zero-Shot Learning
4427	PC-Conv: Unifying Homophily and Heterophily with Two-Fold Filtering
13642	Auditable Algorithms for Approximate Model Counting
8921	Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
10075	Any-Way Meta Learning
7215	Cycle Self-Refinement for Multi-Source Domain Adaptation
8538	Federated Adaptive Prompt Tuning for Multi-Domain Collaborative Learning
9765	Machine-Created Universal Language for Cross-Lingual Transfer
5628	Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking
11512	Minimal Macro-based Rewritings of Formal Languages: Theory and Applications in Ontology Engineering (and Beyond)
7037	Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons
2149	TREE-G: Decision Trees Contesting Graph Neural Networks
2733	PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction
4440	Reproduce, Replicate, Reevaluate. The Long but Safe Way to Extend Machine Learning Methods
7744	Span Graph Transformer for Document-Level Named Entity Recognition
13208	MASTER: Market-guided Stock Transformer for Stock Price Forecasting
9587	Knowledge Graph Error Detection with Contrastive Confidence Adaption
2765	Responding to the Call: Exploring Automatic Music Composition using a Knowledge-Enhanced Model
546	Spatial Transform Decoupling for Oriented Object Detection
11396	Improved Graph Contrastive Learning for Short Text Classification
3037	Coverage-Guaranteed Prediction Sets for Out-of-Distribution Data
7021	Music Style Transfer with Time-Varying Inversion of Diffusion Models
4364	Semantic-guided Generative Image Augmentation Method with Diffusion Models for Image Classification
3580	Patch-Wise Graph Contrastive Learning for Image Translation
6465	Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration
5931	DocFormerv2: Local Features for Document Understanding
5970	Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration
12074	Interactive Visual Task Learning for Robots
8526	Visual Chain-of-thought Prompting for Knowledge-based Visual Reasoning
13397	DMMR: Cross-Subject Domain Generalization for EEG-based Emotion Recognition via Denoising Mixed Mutual Reconstruction
1004	RL-SeqISP: Reinforcement Learning-based Sequential Optimization for Image Signal Processing
3421	Multi-Modal Prompting for Open-Vocabulary Video Visual Relationship Detection
791	Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles
7736	Incomplete Contrastive Multi-View Clustering with High-Confidence Guiding
2715	Symbolic Numeric Planning with Patterns