Generative

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27 papers in the last 28 days · 0.4% of indexed attention

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Period ending 2026-09-21

13 new papers

A weekly snapshot of new work published in Generative.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Generative.

Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Generative.

199 papers

Latest in Generative

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Plans for Evaluating Structured Generative Search Summaries
May 26, 2026Tetsuya Sakai, Jina Lee, Hanpei Fang +1Summarization Information Retrieval Metrics
DeGRe: Dense-supervised Generative Reranking for Recommendation
May 25, 2026Chaotian Song, Jingyao Zhang, Chenghao Chen +6Recommendation Reranking
Self-Balancing Gradient Allocation for Heterogeneity-Aware Feature Generation in Click-Through Rate Prediction
May 24, 2026Moyu Zhang, Yun Chen, Yujun Jin +3Click-Through Rate Prediction Generative
Generative OOD-regularized Model-based Policy Optimization
May 23, 2026Aysin Tumay, Jiahe Huang, Elise Jortberg +1Offline Reinforcement Learning Out-Of-Distribution
Leveraging Foundation Models for Causal Generative Modeling
May 22, 2026Aneesh Komanduri, Xintao WuCausal Foundation Models Causal Reasoning
Not Too Generative, Not Too Discriminative: The Human Alignment Sweet Spot
May 22, 2026Jorge Chang Ortega, Bastien Le Lan, Thomas Serre +1Latent Representation Alignment Discriminative
Generative AI and the Reorganization of Labor Demand
May 22, 2026Fangyan Wang, Zaiyan Wei, Yang WangGenerative Artificial Intelligence Generative
Robust OT-Guided Generative Residual Domain Adaptation for Bike-Sharing Demand Prediction under Temporal Domain Shift
May 22, 2026Yiming MaDomain Adaptation Transit Network Design
The Attribution Contract: Feature Attribution for Generative Language Models
May 21, 2026Giang NguyenGenerative Kernel Contracts
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation
May 20, 2026Sixiang Chen, Zhaohu Xing, Tian Ye +7Image Generation Self-Evolution
Modeling Temporal scRNA-seq Data with Latent Gaussian Process and Optimal Transport
May 20, 2026Mehmet Yigit Balik, Harri LähdesmäkiSingle-Cell Rna Sequencing Gaussian Process
Generative AI and Copyright Infringement: A Legal-Technical Analysis of AI Music Generation Systems Under 17 U.S.C. Title 17
May 20, 2026Zuhaib Hussain ButtMusic Generation Rights
Spatial Gram Alignment for Ultra-High-Resolution Image Synthesis
May 20, 2026Jinjin Zhang, Xiefan Guo, Di HuangGenerative
AirfoilGen: A valid-by-construction and performance-aware latent diffusion model for airfoil generation
May 19, 2026Zhijie Yang, Min Tang, Peng Du +1Aerodynamics Generative Models
Quantifying the Pre-training Dividend: Generative versus Latent Self-Supervised Learning for Time Series Foundation Models
May 19, 2026Noam Major, Kathy Razmadze, Yoli ShavitTime Series Foundation Models Self-Supervised
Generative Auto-Bidding with Unified Modeling and Exploration
May 19, 2026Mingming Zhang, Feiqing Zhuang, Na Li +7First-Price Auctions Ads
Tweedie's Formulae and Diffusion Generative Models Beyond Gaussian
May 19, 2026Wenpin Tang, Nizar Touzi, Zikun Zhang +1Stochastic Differential Equations Diffusion Dynamics
Generative Recursive Reasoning
May 19, 2026Junyeob Baek, Mingyu Jo, Minsu Kim +3Recursion Latent Trajectories
Multi-Scale Generative Modeling with Heat Dissipation Flow Matching
May 19, 2026Jun Ma, Hanquan Zhang, Yanjun Qin +2Discrete Diffusion Model Generative Models
PAVE: A Cognitive Architecture for Legitimate Violation in Generative Agent Societies
May 19, 2026Ahmad Yehia, Abduallah Mohamed, Kun Qian +4Violation Cognitive Science
BrainDyn: A Sheaf Neural ODE for Generative Brain Dynamics
May 19, 2026Siddharth Viswanath, Panayiotis Ketonis, Chen Liu +3Human Brain Networks Neural Ordinary Differential Equations
SENSE: Satellite-based ENergy Synthesis for Sustainable Environment
May 18, 2026Kailai Sun, Mingyi He, Heye Huang +5Urban Environments Satellite Imagery
Nano World Models: A Minimalist Implementation of Future Video Prediction
May 17, 2026Siqiao Huang, Partha Kaushik, Michael Chen +5Video World Models Future Video Prediction
Generative Artificial Intelligence for Literature Reviews
May 15, 2026Gerit Wagner, Julian Prester, Reza Mousavi +2Artificial Intelligence Reviewers Generative Artificial Intelligence
Privacy Evaluation of Generative Models for Trajectory Generation
May 14, 2026Stavros Bouras, Ioannis Kontopoulos, Chiara Pugliese +5Generative Models Latent Trajectories
Generative Texture Diversification of 3D Pedestrians for Robust Autonomous Driving Perception
May 13, 2026Arka Bhowmick, Enes Ozeren, Ahmed Abdullah +1Autonomous Driving Perception 3D Object Detection
Distinguishing performance gains from learning when using generative AI
May 13, 2026Lixiang Yan, Samuel Greiff, Jason M. Lodge +1Generative Artificial Intelligence Generative
Cross Modality Image Translation In Medical Imaging Using Generative Frameworks
May 13, 2026Giulia Romoli, Alessia Capoccia, Filippo Ruffini +20Image-To-Image Translation Medical Image Generation
Mechanism Plausibility in Generative Agent-Based Modeling
May 12, 2026Patrick Zhao, David Huu Pham, Nicholas VincentAgent-Based Model Physical Plausibility
Structured Belief State and the First Precision-Aware Benchmark for LLM Memory Retrieval
May 11, 2026Jeffrey FlyntLarge Language Model Memory Generative
LimeCross: Context-Conditioned Layered Image Editing with Structural Consistency
May 11, 2026Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser +4Image Editing Large-Scale Image Generation
Generating Symmetric Materials using Latent Flow Matching
May 11, 2026Anmar Karmush, Cedric Mathieu Brandenburg, Soheil Ershadrad +3Crystal Structure Molecular Generation
Retrieve-then-Steer: Online Success Memory for Test-Time Adaptation of Generative VLAs
May 11, 2026Jianchao Zhao, Huoren Yang, Yusong Hu +6Frozen Vision-Language Models Closed-Loop Reliability
PoDAR: Power-Disentangled Audio Representation for Generative Modeling
May 11, 2026Alejandro Luebs, Mithilesh Vaidya, Ishaan Kumar +5Audio Latent Audio Representation
A Stability Benchmark of Generative Regularizers for Inverse Problems
May 11, 2026Alexander Denker, Johannes Hertrich, Sebastian NeumayerIll-Posed Inverse Problem Inverse Problem
Not-So-Strange Love: Language Models and Generative Linguistic Theories are More Compatible than They Appear
May 11, 2026R. Thomas McCoyLinguistics Theoretical Foundations
TRACER: Verifiable Generative Provenance for Multimodal Tool-Using Agents
May 11, 2026Bihui Yu, Caijun Jia, Jing Chi +6Multimodal Agents Multi-Turn Tool-Use Agent
Learning to Align Generative Appearance Priors for Fine-grained Image Retrieval
May 11, 2026Shijie Wang, Yadan Luo, Zijian Wang +2Fine-Grained Perception Generalized Category Discovery
Deterministic Decomposition of Stochastic Generative Dynamics
May 9, 2026Xingyu Song, Yuan Mei, Naoya TakeishiStochastic Generative
UserGPT Technical Report
May 9, 2026Yunyi Xuan, Hao Yi, Fengling Mao +9Profile Interaction History
FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference
May 9, 2026Qijun Hou, Yuchen Shi, Pingyi Fan +1Federated Learning Fedavg
Generative Actor-Critic with Soft Bridge Policies
May 9, 2026Ke He, Le He, Shunpu Tang +2Soft Actor-Critic Generative
Generative 3D Gaussians with Learned Density Control
May 8, 2026Runjie Yan, Yan-Pei Cao, Peng Wang +23D Gaussian Generative Models
The Pedagogy of AI Mistakes: Fostering Higher-Order Thinking
May 6, 2026Hadi HosseiniArtificial Intelligence Literacy Pedagogy
Active Learning for Conditional Generative Compressed Sensing
May 6, 2026Alexander DeLise, Nick DexterSparse Recovery Generative Models
Threshold-Guided Optimization for Visual Generative Models
May 6, 2026Jinbin Bai, Yu Lei, Qingyu Shi +6Preference Alignment Training-Free Reward Alignment
Library learning with e-graphs on jazz harmony
May 6, 2026Zeng Ren, Maddy Bowers, Xinyi Guan +1Harmonic Tones Sheet Music
Generative Quantum-inspired Kolmogorov-Arnold Eigensolver
May 6, 2026Yu-Cheng Lin, Yu-Chao Hsu, I-Shan Tsai +9Computational Chemistry High-Performance Computing
Open-Source Image Editing Models Are Zero-Shot Vision Learners
May 6, 2026Wei Liu, Jiaxin Lin, Rui ChenImage Editing Vision Foundation Models
GenAssets: Generating in-the-wild 3D Assets in Latent Space
Apr 24, 2026Ze Yang, Jingkang Wang, Haowei Zhang +33D Assets 3D Latent Diffusion Model
Hard to See, Hard to Label: Generative and Symbolic Acquisition for Subtle Visual Phenomena
Apr 24, 2026Renjith Prasad, Rishabh Sharma, Andrew E. Shao +8Active Learning Pseudo-Labeling
CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging
Apr 24, 2026Ashwin Kumar, Robbie Holland, Corey Barrett +8Medical Vision-Language Models Medical Image Generation
BrickNet: Graph-Backed Generative Brick Assembly
Apr 24, 2026Peter Kulits, Cordelia SchmidBuilding Blocks Generative
Aligning Dense Retrievers with LLM Utility via Distillation
Apr 24, 2026Rajinder Sandhu, Di Mu, Cheng Chang +4Retrieval Layer Retrievers
PoseFM: Relative Camera Pose Estimation Through Flow Matching
Apr 24, 2026Dominik Kuczkowski, Laura RuotsalainenVisual Odometry Monocular Depth Estimation
Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings
Apr 24, 2026Peixi Wu, Ke Mei, Feipeng Ma +15Multimodal Embeddings Rewrite
DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation
Apr 22, 2026Hyeonwoo Kim, Jeonghwan Kim, Kyungwon Cho +1Motion Imitation Controllable Video Generation
GenerativeMPC: VLM-RAG-guided Whole-Body MPC with Virtual Impedance for Bimanual Mobile Manipulation
Apr 21, 2026Marcelino Julio Fernando, Miguel Altamirano Cabrera, Jeffrin Sam +3Bimanual Manipulation Impedance Control
Counting Worlds Branching Time Semantics for post-hoc Bias Mitigation in generative AI
Apr 21, 2026Alessandro G. Buda, Giuseppe Primiero, Leonardo Ceragioli +1Generative Artificial Intelligence Inference-Time Defense
Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation
Apr 20, 2026Yanjun Guo, Zhengqiang Zhang, Pengfei Wang +3Spatio-Temporal Coherence Video Temporal Grounding

May 26, 2026 · cs.IRJ/K move · Enter open · S save

Plans for Evaluating Structured Generative Search Summaries

Tetsuya Sakai, Jina Lee, Hanpei Fang, Young-In Song

Waseda University/Naver Corporation · Tokyo, Japan · Waseda University · Naver Corporation · Seongnam, Korea

We propose a framework for evaluating structured generative search summaries that are placed atop organic web search results. A structured summary, generated by a large language model, typically consists of an overview, several sections with section titles, and a list of source documents that are cited within the summary. We then describe our plans for implementing and evaluating the framework.

Summarization Information Retrieval Metrics Structure-Aware Documentation Generative Planning Methods

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