Papers
Sun 24 Dec 2023
60 papers
- LARP: Language-Agent Role Play for Open-World GamesLLM agents and tool use → Social simulation and multi-agent debate
- Hyper-VolTran: Fast and Generalizable One-Shot Image to 3D Object Structure via HyperNetworksDiffusion models → 3D, point cloud and scene generation
- ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic ManipulationLLM reasoning → Spatial and embodied reasoning +1
- A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance OptimizationDiffusion models → Diffusion foundations and sampling
- Diffusion-EXR: Controllable Review Generation for Explainable Recommendation via Diffusion ModelsDiffusion models → Diffusion recommenders
- Agent4Ranking: Semantic Robust Ranking via Personalized Query Rewriting Using Multi-agent LLMLLM agents and tool use → Web, search, and research agents
- Nowcasting Madagascar's real GDP using machine learning algorithms
- Deep Pulse-Coupled Neural Networks
- Multimodal Gen-AI for Fundamental Investment Research
- Multimodal Classification of Teaching Activities from University Lecture Recordings
- Deformable Audio Transformer for Audio Event Detection
- Advancing Person Re-Identification: Tensor-based Feature Fusion and Multilinear Subspace Learning
- Enhancing Profitability and Investor Confidence through Interpretable AI Models for Investment Decisions
- Segment Any Events via Weighted Adaptation of Pivotal Tokens
- STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose Estimation
- GenAI Mirage: The Impostor Bias and the Deepfake Detection Challenge in the Era of Artificial Illusions
- SUNDIAL: 3D Satellite Understanding through Direct, Ambient, and Complex Lighting Decomposition
- Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees
- README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
- On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift
- Multi-level biomedical NER through multi-granularity embeddings and enhanced labeling
- Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs
- YAYI-UIE: A Chat-Enhanced Instruction Tuning Framework for Universal Information Extraction
- Amodal Completion via Progressive Mixed Context Diffusion
- The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective
- The Persuasive Power of Large Language Models
- Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training
- Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection
- Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
- Agent based modelling for continuously varying supply chains
- Deep Convolutional Neural Networks for Short-Term Multi-Energy Demand Prediction of Integrated Energy Systems
- BSRAW: Improving Blind RAW Image Super-Resolution
- A Two-stage Personalized Virtual Try-on Framework with Shape Control and Texture Guidance
- A Group Fairness Lens for Large Language Models
- A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning
- Towards Consistent Language Models Using Declarative Constraints
- Residual Learning for Image Point Descriptors
- Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products
- Conservative Exploration for Policy Optimization via Off-Policy Policy Evaluation
- iDet3D: Towards Efficient Interactive Object Detection for LiDAR Point Clouds
- Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering
- Best-of-Both-Worlds Algorithms for Linear Contextual Bandits
- Make-A-Character: High Quality Text-to-3D Character Generation within Minutes
- Semi-Bandit Learning for Monotone Stochastic Optimization
- Knowledge Guided Semi-Supervised Learning for Quality Assessment of User Generated Videos
- FedDMF: Privacy-Preserving User Attribute Prediction using Deep Matrix Factorization
- CARSS: Cooperative Attention-guided Reinforcement Subpath Synthesis for Solving Traveling Salesman Problem
- Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective
- A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators
- Objects as volumes: A stochastic geometry view of opaque solids
- Combinatorial music generation model with song structure graph analysis
- Fairness-Aware Structured Pruning in Transformers
- Prompt Valuation Based on Shapley Values
- Debiased Learning for Remote Sensing Data
- TJDR: A High-Quality Diabetic Retinopathy Pixel-Level Annotation Dataset
- DEAP: Design Space Exploration for DNN Accelerator Parallelism
- MotifPiece: A Data-Driven Approach for Effective Motif Extraction and Molecular Representation Learning
- Discrete-Time Mean-Variance Strategy Based on Reinforcement Learning
- End-to-End 3D Object Detection using LiDAR Point Cloud
- An Empirical Study of Efficiency and Privacy of Federated Learning Algorithms