Latest AI Research Papers - Page 5

Latest Papers

December 3, 2024

The Cost of Consistency: Submodular Maximization with Constant Recourse
Paul Dütting, Federico Fusco, Silvio Lattanzi, Ashkan Norouzi-Fard, Ola Svensson, Morteza Zadimoghaddam
Strong Consistency Submodular Maximization Information Theoretic Hidden CoST Robust Recourse Monotone Submodular Function Randomized Algorithm Time Algorithm
Vector Optimization with Gaussian Process Bandits
İlter Onat Korkmaz, Yaşar Cahit Yıldırım, Çağın Ararat, Cem Tekin
Optimization Purpose Objective Function Gaussian Process Bandit
What should a neuron aim for? Designing local objective functions based on information theory
Andreas C. Schneider, Valentin Neuhaus, David A. Ehrlich, Abdullah Makkeh, Alexander S. Ecker, Viola Priesemann, Michael Wibral
Objective Function Single Neuron Level Information Theory Self Organization Neuron Level Local Learning Neuron Attribution
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
Caixin Kang, Yubo Chen, Shouwei Ruan, Shiji Zhao, Ruochen Zhang, Jiayi Wang, Shan Fu, Xingxing Wei
Native Robustness Face Recognition Face Recognition Model Facial Recognition System Corruption Level Robust Recognition Appearance Model
F-SE-LSTM: A Time Series Anomaly Detection Method with Frequency Domain Information
Yi-Xiang Lu, Xiao-Bo Jin, Jian Chen, Dong-Jie Liu, Guang-Gang Geng
Long Short Term Memory Full Information Frequency Domain Time Series Anomaly Detection Deep Learning Based Anomaly Detection
COMET:Combined Matrix for Elucidating Targets
Haojie Wang, Zhe Zhang, Haotian Gao, Xiangying Zhang, Zhihang Chen, Xinchong Chen, Yifei Qi, Yan Li, Renxiao Wang
Drug Like Protein Target Chasing COMET Target Prediction Target Identification Drug Target Pair Therapeutic Target
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators
Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz
Language Model Differential Privacy Data Generation Privacy Guarantee Private Datasets Synthetic Tabular Data Private Tabular Data
Can ChatGPT capture swearing nuances? Evidence from translating Arabic oaths
Mohammed Q. Shormani
Evidence Piece Human Translation Capturing Maneuver Domain Based Nuance Term and Condition Contract Arabic Sign Language ChatGPT Generated Translation
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang, Gongshen Liu
Full Model Backdoor Attack Backdoor Defense Generative LLM Retraining Method Backdoor Sample
BYE: Build Your Encoder with One Sequence of Exploration Data for Long-Term Dynamic Scene Understanding
Chenguang Huang, Shengchao Yan, Wolfram Burgard
Point Cloud Vision Language Model Scene Understanding Sequence of Sequence Dynamic Object Security Closure
Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations
Conghao Wong, Ziqian Zou, Beihao Xia, Xinge You
Pedestrian Trajectory Many Trajectory Low Cost Ambient Vibration Acoustic Resonance
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps
Malik Abdul Manan, Feng Jinchao, Muhammad Yaqub, Shahzad Ahmed, Syed Muhammad Ali Imran, Imran Shabir Chuhan, Haroon Ahmed Khan
Segmentation Based Approach Polyp Segmentation Semantic Description Colorectal Cancer Polyp Multi Path
Artificial Expert Intelligence through PAC-reasoning
Shai Shalev-Shwartz, Amnon Shashua, Gal Beniamini, Yoav Levine, Or Sharir, Noam Wies, Ido Ben-Shaul, Tomer Nussbaum, Shir Granot Peled
Complex Reasoning Artificial General Intelligence Reasoning Performance Dynamic Reasoning
Nature versus nurture in galaxy formation: the effect of environment on star formation with causal machine learning
Sunil Mucesh, William G. Hartley, Ciarán M. Gilligan-Lee, Ofer Lahav
Causal Effect Causal Model Landscape Image Distinct AInality Trait Causal Machine Learning Galaxy Formation Causal Insight
Reproduction of AdEx dynamics on neuromorphic hardware through data embedding and simulation-based inference
Jakob Huhle, Jakob Kaiser, Eric Müller, Johannes Schemmel
Raw Data Supervised Autoencoder Neuromorphic Hardware Simulation Based Inference Neural Posterior Estimation BrainScaleS 2
Improved Localized Machine Unlearning Through the Lens of Memorization
Reihaneh Torkzadehmahani, Reza Nasirigerdeh, Georgios Kaissis, Daniel Rueckert, Gintare Karolina Dziugaite, Eleni Triantafillou
Camera Lens Machine Unlearning Large Relevance Improvement Limited Memorization Unlearning Algorithm Unlearning Evaluation
Transformer-based Koopman Autoencoder for Linearizing Fisher's Equation
Kanav Singh Rana, Nitu Kumari
Supervised Autoencoder Koopman Operator Diverse Equation Reaction Diffusion Koopman Autoencoders Empirical Fisher
GerPS-Compare: Comparing NER methods for legal norm analysis
Sarah T. Bachinger, Christoph Unger, Robin Erd, Leila Feddoul, Clara Lachenmaier, Sina Zarrieß, Birgitta König-Ries
Entity Recognition Named Entity Recognition Comparative Review Discriminative Deep Legal Analysis
Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control
Sebastian Hirt, Lukas Theiner, Rolf Findeisen
Bayesian Optimization External Control Closed Loop Sequential Decision Sequential Decision Making Data Driven Optimization
TimeWalker: Personalized Neural Space for Lifelong Head Avatars
Dongwei Pan, Yang Li, Hongsheng Li, Kwan-Yee Lin
Head Avatar Self Avatar Head Motion Activation Space High Fidelity Head Avatar

Imitation Learning

Strong Generalization

Faithful Generation

Jina Embeddings

Representation Learning

Complex Reasoning

Large Language Model

Language Model

Reinforcement Learning

Neural Network

Imitation Learning

Strong Generalization

Faithful Generation

Jina Embeddings

Representation Learning

Complex Reasoning

Large Language Model

Language Model

Reinforcement Learning

Neural Network

Latest Papers

The Cost of Consistency: Submodular Maximization with Constant Recourse

Vector Optimization with Gaussian Process Bandits

What should a neuron aim for? Designing local objective functions based on information theory

OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations

F-SE-LSTM: A Time Series Anomaly Detection Method with Frequency Domain Information

COMET:Combined Matrix for Elucidating Targets

DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators

Can ChatGPT capture swearing nuances? Evidence from translating Arabic oaths

Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining

BYE: Build Your Encoder with One Sequence of Exploration Data for Long-Term Dynamic Scene Understanding

Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations

Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps

Artificial Expert Intelligence through PAC-reasoning

Nature versus nurture in galaxy formation: the effect of environment on star formation with causal machine learning

Reproduction of AdEx dynamics on neuromorphic hardware through data embedding and simulation-based inference

Improved Localized Machine Unlearning Through the Lens of Memorization

Transformer-based Koopman Autoencoder for Linearizing Fisher's Equation

GerPS-Compare: Comparing NER methods for legal norm analysis

Time-Series-Informed Closed-loop Learning for Sequential Decision Making and Control

TimeWalker: Personalized Neural Space for Lifelong Head Avatars