Representation-Alignment Loss

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3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. CORA: A Protocol for Diagnosing Boundary Robustness in Text-to-Audio Retrieval under Query Reformulations

    Sep 27, 2026Jae Min Woo, Kyongmin Kong, Bogyung Jeong +3Text-To-AudioRepresentation-Alignment Loss

    Sogang University

  2. Learning a Flow to Self-Supervised Representations

    Sep 24, 2026Yuling Jiao, Wensen Ma, Houduo Qi +1Self-Supervised RepresentationsImagenet

    School of Artificial Intelligence, National Center for Applied Mathematics in Hubei, Hubei Key Laboratory of Computational Science, Wuhan University, Wuhan, China. · Department of Applied Mathematics, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China. · Department of Data Science and Artificial Intelligence, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong SAR, China.

  3. Bridging the Semantic-Utility Gap in Multimodal RAG via Generator-in-the-Loop Alignment

    Sep 8, 2026Zhan-Lun Chang, Dong-Jun Han, Seyyedali Hosseinalipour +2Multimodal Retrieval Augmented GenerationVision-Language Alignment

    Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN 47907, USA · Department of Computer Science and Engineering, Yonsei University, Seoul 03722, Republic of Korea · Department of Electrical Engineering, University at Buffalo–SUNY, Buffalo, NY 14260, USA

  4. Mitigating Visual Degradation in MLLMs via Spatial-Spectral Visual Anchor Learning

    Aug 3, 2026Qianlong Yang, Bowen Ye, Xianda Guo +4Multimodal Large Language ModelsSparse Spatial Anchors

    China University of Petroleum (East China) Qingdao, Shandong, China · Great Wall Motor · Shanghai Jiao Tong University Shanghai, China +3

  5. Pathologist Attention-Aligned Report Generation for Prostate Histopathology

    Jul 21, 2026Ruoyu Xue, Suryakant Singh, Souradeep Chakraborty +12Radiology Report GenerationWhole-Slide Images

    Department of Computer Science, Stony Brook University, USA · Department of Biomedical Informatics, Stony Brook University, USA · Université Paris-Saclay, CentraleSupélec, Gustave Roussy, INSERM, IHU PRISM, Cancer Data Science Unit, France +4

  6. GEAR: Guided End-to-End AutoRegression for Image Synthesis

    Jun 30, 2026Bin Lin, Zheyuan Liu, Chenguo Lin +8Autoregressive Image GenerationGenerative Models

    Peking University · Tencent Hunyuan

  7. GeoFace: Consistent Multi-View Face Generation with Geometry-Constrained Diffusion

    Jun 26, 2026Yeji Choi, Jinhyeok Choi, Jaewon Min +3Blind Face RestorationDiffusion Models

    KAIST AI

  8. OTCHA: Optimal Transport-driven Confidence-aware Latent Hub Alignment for Multi-View Medical Image Classification

    Jun 18, 2026Jiwoong Yang, Haejun Chung, Ikbeom JangMedical Image ClassificationMedical Imaging Datasets

    Hanyang University, Seoul, Republic of Korea · Hankuk University of Foreign Studies, Yongin, Republic of Korea

  9. When to Re-Plan: Subgoal Persistence in Hierarchical Latent Reasoning

    Jun 2, 2026Ayushi ChadhaEfficient Latent ReasoningLong-Horizon Planning

    Independent Researcher, India.

  10. HiTokSR: A Coarse-to-Fine Tokenizer with Hierarchical Codebooks for High-Fidelity Real-World Image Super-Resolution

    May 31, 2026Mingxi LiReal-World Image Super-ResolutionVisual Tokenizers

  11. TALON: Token-Aligned Lightweight Adapters for 6-DoF Spacecraft Pose Estimation

    May 29, 2026Abid Ali, Arunkumar Rathinam, Djamila AouadaCategory-Level Object Pose EstimationRepresentation-Alignment Loss

  12. Cross-scale Aligned Supervision for Training GANs

    May 26, 2026Sangeek Hyun, MinKyu Lee, Jae-Pil HeoGenerative Adversarial NetworkRepresentation-Alignment Loss

    Sungkyunkwan University

  13. LACE: Latent Visual Representation for Cross-Embodiment Learning

    May 16, 2026Yoo Sung Jang, Kanchana Ranasinghe, Cristina Mata +3Cross-Embodiment TransferLatent Visual Reasoning

    Stony Brook University · Salesforce AI Research

  14. AnyDepth-DETR/-YOLO: Any-depth object detection with a single network

    May 10, 2026Woochul Kang, Hyungseop Lee, Jiho LeeYolo26Unsupervised Detection

    Incheon Nat’l Univ.

  15. LightAVSeg: Lightweight Audio-Visual Segmentation

    May 9, 2026Qing Zhong, Guodong Ding, Lingqiao Liu +3Video Object SegmentationCross-Modal Attention

    College of Informatics, Huazhong Agricultural University, Wuhan, China · School of Computing, National University of Singapore, Singapore · School of Computer Science, Adelaide University, Australia +2

  16. ClipTBP: Clip-Pair based Temporal Boundary Prediction with Boundary-Aware Learning for Moment Retrieval

    Apr 30, 2026Ji-Hyeon Kim, Ho-Joong Kim, Seong-Whan LeeMultimodal AlignmentRepresentation-Alignment Loss

    Dept. of Artificial Intelligence, Korea University, Seoul 02841, Republic of Korea

  17. RefAlign: Representation Alignment for Reference-to-Video Generation

    Mar 26, 2026Lei Wang, YuXin Song, Ge Wu +5Representation-Alignment LossDiffusion Transformers

    1PCA Lab, VCIP, College of Computer Science, Nankai University, China · Baidu Inc., China · College of Artificial Intelligence, Jilin University, China +1

  18. Phase-Aligned RoPE for Mixed-Resolution Diffusion Transformer

    Nov 24, 2025Haoyu Wu, Jingyi Xu, Qiaomu Miao +2Diffusion TransformersRotary Position Embedding

    Stony Brook University, NY, USA · UNC-Charlotte, NC, USA

  19. From Isolation to Alignment: Unified LoRA for Efficient Multi-Task Learning

    Aug 7, 2025Jinda Liu, Yi Chang, Yuan WuParameter-Efficient Fine-Tuning MethodsMulti--Task Learning

    School of Artificial Intelligence, Jilin University · 2Southern University of Science and Technology · 3International Center of Future Science, Jilin University +1

  20. Prediction--Loss Alignment for Sampler--Robust Flow Matching Training

    Date pendingJiadong Hong, Lei Liu, Xinyu Bian +2Representation-Alignment Loss

    Zhejiang University, Hangzhou, China · Huawei Technologies Co., Ltd, Hong Kong