Preferences Order, Ratings Anchor: From Fused Expert Aesthetic Ground Truth to Self-Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Yuanpei, Lin, Jie, Zhang, Chao, Wang, Yilin, Li, Mao, Li, Chenhui, Hou, Jie, Lv, Tangjie |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CROP: Expert-Aligned Image Cropping via Compositional Reasoning and Optimizing Preference
by: Dong, Zhitong, et al.
Published: (2026)
by: Dong, Zhitong, et al.
Published: (2026)
DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection
by: Li, Yuetong, et al.
Published: (2026)
by: Li, Yuetong, et al.
Published: (2026)
FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction
by: Zhang, Haowei, et al.
Published: (2025)
by: Zhang, Haowei, et al.
Published: (2025)
AACP: Aesthetics assessment of children's paintings based on self-supervised learning
by: Jiang, Shiqi, et al.
Published: (2024)
by: Jiang, Shiqi, et al.
Published: (2024)
DreamFuse: Adaptive Image Fusion with Diffusion Transformer
by: Huang, Junjia, et al.
Published: (2025)
by: Huang, Junjia, et al.
Published: (2025)
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception
by: Huang, Yipo, et al.
Published: (2024)
by: Huang, Yipo, et al.
Published: (2024)
An Order-Complexity Aesthetic Assessment Model for Aesthetic-aware Music Recommendation
by: Jin, Xin, et al.
Published: (2024)
by: Jin, Xin, et al.
Published: (2024)
Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
by: Liang, Zhanhao, et al.
Published: (2024)
by: Liang, Zhanhao, et al.
Published: (2024)
AesRM: Improving Video Aesthetics with Expert-Level Feedback
by: Han, Yujin, et al.
Published: (2026)
by: Han, Yujin, et al.
Published: (2026)
Aesthetic Image Captioning with Saliency Enhanced MLLMs
by: Tao, Yilin, et al.
Published: (2025)
by: Tao, Yilin, et al.
Published: (2025)
Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation
by: Li, Muquan, et al.
Published: (2026)
by: Li, Muquan, et al.
Published: (2026)
AnchorSeg: Language Grounded Query Banks for Reasoning Segmentation
by: Qian, Rui, et al.
Published: (2026)
by: Qian, Rui, et al.
Published: (2026)
StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization
by: Zhang, Jinlu, et al.
Published: (2024)
by: Zhang, Jinlu, et al.
Published: (2024)
Dual Expert Distillation Network for Generalized Zero-Shot Learning
by: Rao, Zhijie, et al.
Published: (2024)
by: Rao, Zhijie, et al.
Published: (2024)
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception
by: Huang, Yipo, et al.
Published: (2024)
by: Huang, Yipo, et al.
Published: (2024)
Amodal Ground Truth and Completion in the Wild
by: Zhan, Guanqi, et al.
Published: (2023)
by: Zhan, Guanqi, et al.
Published: (2023)
MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification
by: Li, Binghua, et al.
Published: (2024)
by: Li, Binghua, et al.
Published: (2024)
Look Ma, No Ground Truth! Ground-Truth-Free Tuning of Structure from Motion and Visual SLAM
by: Fontan, Alejandro, et al.
Published: (2024)
by: Fontan, Alejandro, et al.
Published: (2024)
TextGround4M: A Prompt-Aligned Dataset for Layout-Aware Text Rendering
by: Mao, Dongxing, et al.
Published: (2026)
by: Mao, Dongxing, et al.
Published: (2026)
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation
by: Tang, Zihao, et al.
Published: (2024)
by: Tang, Zihao, et al.
Published: (2024)
Distill, Diffuse, and Semanticize (DDS): Annotation-Free 3D Scene Understanding Based on Multi-Granularity Distillation and Graph-Diffusion-Based Segmentation
by: Wang, Yijing, et al.
Published: (2026)
by: Wang, Yijing, et al.
Published: (2026)
Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation
by: Li, Guopeng, et al.
Published: (2024)
by: Li, Guopeng, et al.
Published: (2024)
Learning Cross-view Visual Geo-localization without Ground Truth
by: Li, Haoyuan, et al.
Published: (2024)
by: Li, Haoyuan, et al.
Published: (2024)
Learning Active Perception via Self-Evolving Preference Optimization for GUI Grounding
by: Wang, Wanfu, et al.
Published: (2025)
by: Wang, Wanfu, et al.
Published: (2025)
Robust Loss Functions for Object Grasping under Limited Ground Truth
by: Deng, Yangfan, et al.
Published: (2024)
by: Deng, Yangfan, et al.
Published: (2024)
From Priors to Perception: Grounding Video-LLMs in Physical Reality
by: Zhao, Zicheng, et al.
Published: (2026)
by: Zhao, Zicheng, et al.
Published: (2026)
FlowAnchor: Stabilizing the Editing Signal for Inversion-Free Video Editing
by: Chen, Ze, et al.
Published: (2026)
by: Chen, Ze, et al.
Published: (2026)
DebGCD: Debiased Learning with Distribution Guidance for Generalized Category Discovery
by: Liu, Yuanpei, et al.
Published: (2025)
by: Liu, Yuanpei, et al.
Published: (2025)
Let Storytelling Tell Vivid Stories: An Expressive and Fluent Multimodal Storyteller
by: Zang, Chuanqi, et al.
Published: (2024)
by: Zang, Chuanqi, et al.
Published: (2024)
ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding
by: Cao, Shuo, et al.
Published: (2025)
by: Cao, Shuo, et al.
Published: (2025)
Robust Mesh Saliency Ground Truth Acquisition in VR via View Cone Sampling and Manifold Diffusion
by: Zheng, Guoquan, et al.
Published: (2026)
by: Zheng, Guoquan, et al.
Published: (2026)
TAR-TVG: Enhancing VLMs with Timestamp Anchor-Constrained Reasoning for Temporal Video Grounding
by: Guo, Chaohong, et al.
Published: (2025)
by: Guo, Chaohong, et al.
Published: (2025)
Lightweight Contrastive Distilled Hashing for Online Cross-modal Retrieval
by: Li, Jiaxing, et al.
Published: (2025)
by: Li, Jiaxing, et al.
Published: (2025)
TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding
by: Yang, Zuhao, et al.
Published: (2025)
by: Yang, Zuhao, et al.
Published: (2025)
Adapting Fine-Grained Cross-View Localization to Areas without Fine Ground Truth
by: Xia, Zimin, et al.
Published: (2024)
by: Xia, Zimin, et al.
Published: (2024)
Diffusion-based Facial Aesthetics Enhancement with 3D Structure Guidance
by: Li, Lisha, et al.
Published: (2025)
by: Li, Lisha, et al.
Published: (2025)
Beyond the Ground Truth: Enhanced Supervision for Image Restoration
by: Ryou, Donghun, et al.
Published: (2025)
by: Ryou, Donghun, et al.
Published: (2025)
AnchorHOI: Zero-shot Generation of 4D Human-Object Interaction via Anchor-based Prior Distillation
by: Dai, Sisi, et al.
Published: (2025)
by: Dai, Sisi, et al.
Published: (2025)
From Hindsight to Foresight: Self-Encouraged Hindsight Distillation for Knowledge-based Visual Question Answering
by: Zhao, Yu, et al.
Published: (2025)
by: Zhao, Yu, et al.
Published: (2025)
WaterMono: Teacher-Guided Anomaly Masking and Enhancement Boosting for Robust Underwater Self-Supervised Monocular Depth Estimation
by: Ding, Yilin, et al.
Published: (2024)
by: Ding, Yilin, et al.
Published: (2024)
Similar Items
-
CROP: Expert-Aligned Image Cropping via Compositional Reasoning and Optimizing Preference
by: Dong, Zhitong, et al.
Published: (2026) -
DGA-Net: Enhancing SAM with Depth Prompting and Graph-Anchor Guidance for Camouflaged Object Detection
by: Li, Yuetong, et al.
Published: (2026) -
FGM-HD: Boosting Generation Diversity of Fractal Generative Models through Hausdorff Dimension Induction
by: Zhang, Haowei, et al.
Published: (2025) -
AACP: Aesthetics assessment of children's paintings based on self-supervised learning
by: Jiang, Shiqi, et al.
Published: (2024) -
DreamFuse: Adaptive Image Fusion with Diffusion Transformer
by: Huang, Junjia, et al.
Published: (2025)