Unified Representation

Momentum

1 paper in the last four weeks, down 75% on the four weeks before. 0.0% of all new papers.

Jul 6Week of Sep 21

Latest papers 32

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  1. UMR: Universal Manipulation Representation

    Sep 28, 2026Song Liu, Linyi Li, Yanshun Zhao +11Cross-Embodiment TransferUnified Representation

  2. Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis

    Aug 11, 2026Seonguk Ju, Seola Cho, Sooin Chung +2Audio TokenizersVector-Quantized Variational Autoencoder

  3. Neural Message Passing on Structural Interaction Graphs for Fully-Inductive Graph Neural Networks

    Aug 9, 2026Omer Yom-Tov, Avigdor GalGraph Foundation ModelZero-Shot Link Prediction

  4. DigitCode: Symbolic Tokenization of Hand Motion by Anatomical Units

    Aug 4, 2026Haoyu Gu, Haotian Lu, Jingrun Du +1HandLatent Motion

  5. AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling

    Aug 3, 2026Jiajun Liang, Yucheng Liao, Yukang Cao +12Diffusion Language ModelsDiffusion Transformers

  6. Twins: Learn to Predict Unified Representations with Focal Loss

    Jul 24, 2026Kaixiong Gong, Xin Cai, Bin Lin +9Conditional Variational AutoencoderUnified Representation

  7. scMIR: a vision-language foundation model for single-cell light microscopy image representation

    Jul 21, 2026Yifan Shang, Jiahui Tan, Xiangxiang Zeng +1Vision-Language Foundation ModelsUnified Representation

  8. Neural Network Quantization by Learning Low-Loss Subspaces

    Jun 23, 2026Vladimir Protsenko, Mikhalina Kharkevich, Alexander Vashchilko +1SubspaceAnisotropic Loss Landscapes

  9. SPACE: Enabling Learning from Cross-Robot Data Toward Generalist Policies

    Jun 23, 2026Haeone Lee, Byeongguk Jeon, Suchae Jeong +2Scalable Robot LearningEmbodiment

  10. Kernel of Partition Paths: A Unified Representation for Tree Ensembles

    Jun 17, 2026Nicolas MahlerTree EnsemblesDecision Trees

  11. ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations

    Jun 9, 2026Junke Wang, Xiao Wang, Jiacheng Pan +16Autoregressive Image GenerationLarge Multimodal Models

  12. UniDexTok: A Unified Dexterous Hand Tokenizer from Real Data

    Jun 9, 2026Dong Fang, Youjun Wu, Yuanxin Zhong +4HandUnified Representation

  13. A Unified Adaptive Feature Composition Framework for Multi-Task Generalization in Wireless Foundation Models

    Jun 9, 2026Yuxuan Shi, Tingting Yang, Kangning Ma +4Wireless Foundation ModelsMulti--Task Learning

  14. Streaming Video Generation with Streaming Force Control

    Jun 5, 2026Hanhui Wang, Yiming Xie, Haiwen Feng +3StreamingUnified Representation

  15. Sound Effects Dataset Unification With the Universal Category System

    Jun 4, 2026Jun Woo Beck, Alexander LerchSound Event DetectionAudio Understanding

  16. PointAction: 3D Points as Universal Action Representations for Robot Control

    Jun 2, 2026Mutian Tong, Han Jiang, Qiao Feng +2Robotic Manipulation3D Motion

  17. PHASOR: Phase-Anchored Universal Action Representations for Humanoid Embodiments

    Jun 1, 2026Kihyun Kim, Chaeyun Kim, Jongho Shin +4Cross-Embodiment TransferRobot Policies

  18. Variational Adapter for Cross-modal Similarity Representation

    May 29, 2026WenZhang Wei, Zhipeng Gui, Dehua Peng +2Cross-Modal AlignmentCross-Modal

  19. xModel-KD: Cross-modal Knowledge Distillation for 3D Scene Perception using LiDAR

    May 28, 2026Thenukan Pathmanathan, Kanchan Keisham, Thangarajah AkilanPoint Clouds3D Scene Understanding

  20. Fishbone: From One 3D Asset to a Million Controllable Edits

    May 24, 2026Yumeng He, Xiaoying Wang, Peihao Li +73D AssetsDeformable Cnn

  21. Symmetries Here and There, Combined Everywhere: Cross-space Symmetry Compositions in Robotics

    May 21, 2026Loizos Hadjiloizou, Rodrigo Pérez-Dattari, Noémie JaquierSymmetryInverse Kinematics

  22. Characterizing Universal Object Representations Across Vision Models

    May 13, 2026Florian P. Mahner, Johannes Roth, Ka Chun Lam +3Representational Similarity AnalysisVision Foundation Models

  23. Decoupling Semantics and Fingerprints: A Universal Representation for AI-Generated Image Detection

    May 8, 2026Zhiyuan Wang, Yanxiang Chen, Pengcheng Zhao +2Ai-Generated Image DetectionForgeries

  24. Uni-Encoder Meets Multi-Encoders: Representation Before Fusion for Brain Tumor Segmentation with Missing Modalities

    Apr 24, 2026Peibo Song, Xiaotian Xue, Jinshuo Zhang +5Brain Tumor SegmentationMagnetic Resonance Imaging

  25. scpFormer: A Foundation Model for Unified Representation and Integration of the Single-Cell Proteomics

    Apr 21, 2026Qifeng Zhou, Lei Yu, Yuzhi Guo +5Single-Cell RnaBiomarker

  26. The Umwelt Representation Hypothesis: Rethinking Universality

    Apr 20, 2026Victoria Bosch, Rowan Sommers, Adrien Doerig +1Unified RepresentationNeural Circuits

  27. AirFM-DDA: Air-Interface Foundation Model in the Delay-Doppler-Angle Domain for AI-Native 6G

    Apr 19, 2026Kejia Bian, Meixia Tao, Jianhua Mo +2Wireless Foundation ModelsFrequency-Aware Regularization

  28. UniToolCall: Unifying Tool-Use Representation, Data, and Evaluation for LLM Agents

    Apr 13, 2026Yijuan Liang, Xinghao Chen, Yifan Ge +5Tool InvocationLarge Language Model Agents

  29. GaussianArt: Unified Modeling of Geometry and Motion for Articulated Objects

    Aug 20, 2025Licheng Shen, Saining Zhang, Honghan Li +4Geometric ReconstructionObject Articulation