今日 arXiv 論文集
「今日 arXiv 論文集」是 AI 研習社論文板塊推出的全新欄目，每日為你自動抓取arXiv上更新的論文並且按照不同領域分類打包成集，方便社區用戶以最快的速度，最便捷的方式一件打包下載學術成果，獲取知識養分。
今日更新 arXiv論文集：13個
目錄
Machine Learning 53篇
一鍵打包下載：https://paper.yanxishe.com/packages/891?from=tttt0226
Computer Vision and Pattern Recognition 25篇
一鍵打包下載：https://paper.yanxishe.com/packages/887?from=tttt0226
Robotics 15篇
一鍵打包下載：https://paper.yanxishe.com/packages/895?from=tttt0226
Computation and Language 23篇
一鍵打包下載：https://paper.yanxishe.com/packages/897?from=tttt0226
Neural and Evolutionary Computing 9篇
一鍵打包下載：https://paper.yanxishe.com/packages/894?from=tttt0226
Artificial Intelligence 27篇
一鍵打包下載：https://paper.yanxishe.com/packages/885?from=tttt0226
Symbolic Computation 1篇
一鍵打包下載：https://paper.yanxishe.com/packages/896?from=tttt0226
Multimedia 2篇
一鍵打包下載：https://paper.yanxishe.com/packages/893?from=tttt0226
Multiagent Systems 5篇
一鍵打包下載：https://paper.yanxishe.com/packages/892?from=tttt0226
Information Retrieval 8篇
一鍵打包下載：https://paper.yanxishe.com/packages/890?from=tttt0226
Human-Computer Interaction 4篇
一鍵打包下載：https://paper.yanxishe.com/packages/889?from=tttt0226
Distributed, Parallel, and Cluster Computing 15篇
一鍵打包下載：https://paper.yanxishe.com/packages/888?from=tttt0226
Computer Science and Game Theory 11篇
一鍵打包下載：https://paper.yanxishe.com/packages/886?from=tttt0226
Machine Learning 53篇
一鍵打包下載：https://paper.yanxishe.com/packages/891?from=tttt0226
From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI
Markov Logic Networks with Complex Weights: Expressivity, Liftability and Fourier Transforms
Injective Domain Knowledge in Neural Networks for Transprecision Computing
The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
LogicGAN: Logic-guided Generative Adversarial Networks
Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique
Lagrangian Decomposition for Neural Network Verification
The Early Phase of Neural Network Training
Learning Certified Individually Fair Representations
Adaptive Propagation Graph Convolutional Network
SupRB: A Supervised Rule-based Learning System for Continuous Problems
Rhythm, Chord and Melody Generation for Lead Sheets using Recurrent Neural Networks
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift
Multi-objective Consensus Clustering Framework for Flight Search Recommendation
FR-Train: A mutual information-based approach to fair and robust training
The Archimedean trap: Why traditional reinforcement learning will probably not yield AGI
Batch Normalization Biases Deep Residual Networks Towards Shallow Paths
Learning Structured Distributions From Untrusted Batches: Faster and Simpler
Neural Message Passing on High Order Paths
Closing the convergence gap of SGD without replacement
DeepPlume: Very High Resolution Real-Time Air Quality Mapping
Semi-Supervised Neural Architecture Search
On the Sample Complexity of Adversarial Multi-Source PAC Learning
Supervised Deep Similarity Matching
The Two Regimes of Deep Network Training
A Model-Based Derivative-Free Approach to Black-Box Adversarial Examples: BOBYQA
FSinR: an exhaustive package for feature selection
Self-Adaptive Training: beyond Empirical Risk Minimization
Fair Bandit Learning with Delayed Impact of Actions
Q-learning with Uniformly Bounded Variance: Large Discounting is Not a Barrier to Fast Learning
Prediction with Corrupted Expert Advice
Using Machine Learning to predict extreme events in the Hénon map
Testing Goodness of Fit of Conditional Density Models with Kernels
Informative Gaussian Scale Mixture Priors for Bayesian Neural Networks
Being Bayesian, Even Just a Bit, Fixes Overconfidence in ReLU Networks
Handling the Positive-Definite Constraint in the Bayesian Learning Rule
ConBO: Conditional Bayesian Optimization
Near-linear Time Gaussian Process Optimization with Adaptive Batching and Resparsification
ChemGrapher: Optical Graph Recognition of Chemical Compounds by Deep Learning
Investigating the interaction between gradient-only line searches and different activation functions
Neuron Shapley: Discovering the Responsible Neurons
Optimistic bounds for multi-output prediction
VFlow: More Expressive Generative Flows with Variational Data Augmentation
Amortised Learning by Wake-Sleep
Partially Observed Dynamic Tensor Response Regression
A New Unified Deep Learning Approach with Decomposition-Reconstruction-Ensemble Framework for Time Series Forecasting
Kernel interpolation with continuous volume sampling
SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm
Polarizing Front Ends for Robust CNNs
Knot Selection in Sparse Gaussian Processes
Computer Vision and Pattern Recognition 25篇
一鍵打包下載：https://paper.yanxishe.com/packages/887?from=tttt0226
Maximum Entropy on the Mean: A Paradigm Shift for Regularization in Image Deblurring
Boosting rare benthic macroinvertebrates taxa identification with one-class classification
Suppressing Uncertainties for Large-Scale Facial Expression Recognition
Joint Learning of Assignment and Representation for Biometric Group Membership
Comparing View-Based and Map-Based Semantic Labelling in Real-Time SLAM
Anatomy-aware 3D Human Pose Estimation in Videos
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval
PUGeo-Net: A Geometry-centric Network for 3D Point Cloud Upsampling
Automatic Estimation of Sphere Centers from Images of Calibrated Cameras
Mnemonics Training: Multi-Class Incremental Learning without Forgetting
ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Network
Learning Attentive Pairwise Interaction for Fine-Grained Classification
3DSSD: Point-based 3D Single Stage Object Detector
Improving STDP-based Visual Feature Learning with Whitening
When Relation Networks meet GANs: Relation GANs with Triplet Loss
Semantic Flow for Fast and Accurate Scene Parsing
DeepSign: Deep On-Line Signature Verification
SMOKE: Single-Stage Monocular 3D Object Detection via Keypoint Estimation
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image Translation
Robotics 15篇
一鍵打包下載：https://paper.yanxishe.com/packages/895?from=tttt0226
Robot Perception of Static and Dynamic Objects with an Autonomous Floor Scrubber
Real-time Kinematic Ground Truth for the Oxford RobotCar Dataset
An RLS-Based Instantaneous Velocity Estimator for Extended Radar Tracking
Gaussian-Process-based Robot Learning from Demonstration
Actively Mapping Industrial Structures with Information Gain-Based Planning on a Quadruped Robot
Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion
Emulating duration and curvature of coral snake anti-predator thrashing behaviors using a soft-robotic platform
On the Forward and Backward Motion of Milli-Bristle-Bots
Estimation-aware model predictive path-following control for a general 2-trailer with a car-like tractor
VisionGuard: Runtime Detection of Adversarial Inputs to Perception Systems
Nonmyopic Gaussian Process Optimization with Macro-Actions
Particle Filter Based Monocular Human Tracking with a 3D Cardbox Model and a Novel Deterministic Resampling Strategy
Computation and Language 23篇
一鍵打包下載：https://paper.yanxishe.com/packages/897?from=tttt0226
Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool
Discriminative Adversarial Search for Abstractive Summarization
Low-Resource Knowledge-Grounded Dialogue Generation
Semi-Supervised Speech Recognition via Local Prior Matching
Word Embeddings Inherently Recover the Conceptual Organization of the Human Mind
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation
Predicting Subjective Features from Questions on QA Websites using BERT
GRET: Global Representation Enhanced Transformer
Do Multi-Hop Question Answering Systems Know How to Answer the Single-Hop Sub-Questions?
Fill in the BLANC: Human-free quality estimation of document summaries
Unsupervised Question Decomposition for Question Answering
Exploiting Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network
Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification
Machine Translation System Selection from Bandit Feedback
Markov Chain Monte-Carlo Phylogenetic Inference Construction in Computational Historical Linguistics
Efficient Sentence Embedding via Semantic Subspace Analysis
Emergent Communication with World Models
Training Question Answering Models From Synthetic Data
Neural and Evolutionary Computing 9篇
一鍵打包下載：https://paper.yanxishe.com/packages/894?from=tttt0226
Learning Fitness Functions for Genetic Algorithms
Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks
Structural Combinatorial of Network Information System of Systems based on Evolutionary Optimization Method
Dynamic Systems Simulation and Control Using Consecutive Recurrent Neural Networks
Computer-inspired Quantum Experiments
Variance Loss in Variational Autoencoders
Crossing the Reality Gap with Evolved Plastic Neurocontrollers
Learning to Continually Learn
Artificial Intelligence 27篇
一鍵打包下載：https://paper.yanxishe.com/packages/885?from=tttt0226
From Chess and Atari to StarCraft and Beyond: How Game AI is Driving the World of AI
KBSET -- Knowledge-Based Support for Scholarly Editing and Text Processing with Declarative LaTeX Markup and a Core Written in SWI-Prolog
Markov Logic Networks with Complex Weights: Expressivity, Liftability and Fourier Transforms
Cognitive Argumentation and the Suppression Task
Symbolic Querying of Vector Spaces: Probabilistic Databases Meets Relational Embeddings
Optimizing Traffic Lights with Multi-agent Deep Reinforcement Learning and V2X communication
Signature in Counterparts, a Formal Treatment
Automatic Cost Function Learning with Interpretable Compositional Networks
Conceptual Game Expansion
The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
LogicGAN: Logic-guided Generative Adversarial Networks
Clustering and Classification with Non-Existence Attributes: A Sentenced Discrepancy Measure Based Technique
Lagrangian Decomposition for Neural Network Verification
Learning Certified Individually Fair Representations
Adaptive Propagation Graph Convolutional Network
The Knowledge Graph Track at OAEI -- Gold Standards, Baselines, and the Golden Hammer Bias
Rhythm, Chord and Melody Generation for Lead Sheets using Recurrent Neural Networks
Learning from Positive and Unlabeled Data with Arbitrary Positive Shift
Multi-objective Consensus Clustering Framework for Flight Search Recommendation
FR-Train: A mutual information-based approach to fair and robust training
Neuron Shapley: Discovering the Responsible Neurons
VFlow: More Expressive Generative Flows with Variational Data Augmentation
Symbolic Computation 1篇
一鍵打包下載：https://paper.yanxishe.com/packages/896?from=tttt0226
Fast in-place algorithms for polynomial operations: division, evaluation, interpolation
Multimedia 2篇
一鍵打包下載：https://paper.yanxishe.com/packages/893?from=tttt0226
Multi-Representation Knowledge Distillation For Audio Classification
DECIBEL: Improving Audio Chord Estimation for Popular Music by Alignment and Integration of Crowd-Sourced Symbolic Representations
Multiagent Systems 5篇
一鍵打包下載：https://paper.yanxishe.com/packages/892?from=tttt0226
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits
A characterization of proportionally representative committees
iLQGames.jl: Rapidly Designing and Solving Differential Games in Julia
Optimal strategies in the Fighting Fantasy gaming system: influencing stochastic dynamics by gambling with limited resource
APAC-Net: Alternating the Population and Agent Control via Two Neural Networks to Solve High-Dimensional Stochastic Mean Field Games
Information Retrieval 8篇
一鍵打包下載：https://paper.yanxishe.com/packages/890?from=tttt0226
ArcText: An Unified Text Approach to Describing Convolutional Neural Network Architectures
Leveraging Code Generation to Improve Code Retrieval and Summarization via Dual Learning
Relaxing Relationship Queries on Graph Data
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval
Semantic, Efficient, and Secure Search over Encrypted Cloud Data
A Nepali Rule Based Stemmer and its performance on different NLP applications
Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention
Human-Computer Interaction 4篇
一鍵打包下載：https://paper.yanxishe.com/packages/889?from=tttt0226
Imagining Data-Objects for Reflective Self-Tracking
Emosaic: Visualizing Affective Content of Text at Varying Granularity
Path Outlines: Browsing Path-Based Summaries of Linked Open Datasets
ORCSolver: An Efficient Solver for Adaptive GUI Layout with OR-Constraints
Distributed, Parallel, and Cluster Computing 15篇
一鍵打包下載：https://paper.yanxishe.com/packages/888?from=tttt0226
Specializing Coherence, Consistency, and Push/Pull for GPU Graph Analytics
Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs
Optimizing High Performance Markov Clustering for Pre-Exascale Architectures
Distributed Quantum Proofs for Replicated Data
Quantized Push-sum for Gossip and Decentralized Optimization over Directed Graphs
Improved MPC Algorithms for MIS, Matching, and Coloring on Trees and Beyond
Performance / Complexity Trade-offs of the Sphere Decoder Algorithm for Massive MIMO Systems
Evaluation of Automatic FPGA Offloading for Loop Statements of Applications
TFApprox: Towards a Fast Emulation of DNN Approximate Hardware Accelerators on GPU
Graph Computing based Distributed State Estimation with PMUs
Parallel Clique Counting and Peeling Algorithms
Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection
Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD
Robust Numerical Tracking of One Path of a Polynomial Homotopy on Parallel Shared Memory Computers
Computer Science and Game Theory 11篇
一鍵打包下載：https://paper.yanxishe.com/packages/886?from=tttt0226
Spatial-Temporal Moving Target Defense: A Markov Stackelberg Game Model
A Probabilistic Approach to Voting, Allocation, Matching, and Coalition Formation
Optimal Advertising for Information Products
A Bridge between Polynomial Optimization and Games with Imperfect Recall
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits
A characterization of proportionally representative committees
Feedback game on Eulerian graphs
How Good Is a Strategy in a Game With Nature?
Online Stochastic Max-Weight Matching: prophet inequality for vertex and edge arrival models
Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games
FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC
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