Awesome Graphics
Graphics is one of the most active areas in Awesome AI Agents — 60 papers in this collection, evaluated on datasets like S-3DIS, ScanNet. A strong starting point is "You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences".
Datasets & benchmarks
Key papers
- You Don't Need Strong Assumptions: Visual Representation Learning via Temporal Differences (2026)Ninad Daithankar et al.9.96
- More with LESS -- Local Scene Representations for Tactile Imaging (2026)Zohar Rimon et al.6.75
- GPT-Based Fast Simulation of CLAS12 Detector Hits via Conditional Autoregressive Generation (2026)Cole Granger et al.5.01
- High-Fidelity 3D Geometric Reconstruction of Pelvic Organs from MRI: A Hybrid Deep Learning and Iterative Optimization Approach (2026)Hui Wang et al.5.01
- A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting (2026)Matthew Cong et al.4.39
- Smoothing Dark Areas in Molecular Latent Diffusion (2026)Xi Wang et al.4.39
- Implicit Variational Rejection Sampling (2026)Jian Xu et al.4.39
- Beyond a Single Explanation of the Adam--SGD Gap (2026)Chenxiang Zhang et al.4.39
- VigilFormer: Deformable Attention for Video Anomaly Detection with Causal Risk Inference (2026)Xinze Zhang4.39
- Sub-Semantic Image Segmentation (2026)Aviad Cohen Zada et al.4.39
- Where Does Texture Evidence Live in SAM? Features, Proposal Masks, and Texture Segmentation (2026)Nadav Orenstein et al.4.39
- Spatial Priors via Space Filling Curves for Small and Limited Data Vision Transformers (2026)Leyla Naz Candogan et al.4.39
- Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling (2026)Yiheng Cao (SyCoIA - IMT Mines Al\`es) et al.4.39
- GeoRoPE: Ground-Aware Rotary Adaptation for Remote Sensing Foundation Models (2026)Yu Luo et al.4.39
- JetParticle-JEPA: An Efficient Self-Supervised Representation Learning method for Jet Tagging in High-Energy Physics (2026)Guillaume Letellier (LPCC) et al.4.39
- Pre-Training for Simulation-Based Science: A Study on Jet Foundation Model Training Objectives (2026)Ibrahim Elsharkawy et al.4.39
- Mask Proposal Voting Based on Geodesic Framework for Robust Image Segmentation (2026)Li Liu et al.4.39
- Unlocking Latent Dimensions: Exploring Representations of Large-Scale X-ray Scattering Data using Variational Autoencoders (2026)Monika Choudhary et al.4.39
- NEXUS: Neural Energy Fields for Physically Consistent Contact-Rich 3D Object Dynamics (2026)Qizhen Ying et al.4.39
- Towards a Unified Generative Model for Scarce Time Series with Domain Experts (2026)Zihao Yao et al.4.39
- Generative modelling powered by room-temperature polariton condensates (2026)Yuan Wang et al.4.39
- Lesion-DDPM: Lesion-Enhanced 3D Diffusion for MS MRI Synthesis (2026)Weidong Zhang et al.4.39
- Structured Nonparametric Variational Inference for Dependent Latent Modeling (2026)Yuda Shao et al.4.39
- Analyzing Visual Aircraft Representations with Sparse Autoencoders (2026)Deepshik Sharma4.39
- Selective Synergistic Learning for Video Object-Centric Learning (2026)WonJun Moon et al.4.39
- Distilling Drifting Transformers with Representation Autoencoders (2026)Jiawei Zhang et al.4.39
- DifFRACT: Diffusion Feature Reconstruction and Attribution for Circuit Tracing (2026)Artyom Mazur et al.4.39
- Learning a Sampling-Free Variational DNN Plugin from Tiny Training Sets to Refine OOD Segmentation With Uncertainty Estimation (2026)Jimut B. Pal et al.4.39
- Scaling Adaptive Depth with Norm-Agnostic Residual Networks (2026)Tom\'as Figliolia et al.4.39
- Shift-and-Sum Quantization for Visual Autoregressive Models (2026)Jaehyeon Moon et al.4.39
- LUCID: Learned Undersampling-Adaptive Consistency-Guided Inference with Deterministic Flow Matching for Sparse-View CT Reconstruction (2026)Jigang Duan et al.4.39
- Graphical conditional generative modeling for digital twin modeling (2026)Zongren Zou et al.4.39
- Contrastive Learning for Seismic Horizon Tracking with Domain-Specific Priors (2026)Alexandre Thouvenot et al.4.39
- Learning Interface Breakup: A Geometry-Conditioned Latent Surrogate for Spray Formation (2026)Julius H Ramlau et al.4.39
- MR-GVNO: A Geometry-Aware Variational Physics-Informed Neural Operator for Mindlin-Reissner Plates on Irregular Domains (2026)Siqi Wang et al.4.39
- STAR-NT: Spatiotemporal Acceleration of Real-Time Neural Transparency Rendering (2026)Grigoris Tsopouridis et al.4.39
- Beyond the Smile: A Hybrid Convolutional VAE for Crypto Volatility Surfaces (2026)Sadanand Singh et al.4.39
- Learning the Geometry of Data: A Mathematical Review of Shape Space Analysis (2026)Gary P. T. Choi et al.4.39
- Geometry Gaussians: Decoupling Appearance and Geometry in Gaussian Splatting (2026)Hongyu Zhou et al.3.51
- Conditioning Matters: Stabilizing Inversion and Attention in Diffusion Image Editing (2026)Zheyuan Zhan et al.3.51
- A Multi-Domain Feature Fusion Framework for Generalizable Deepfake Detection Across Different Generators (2026)Amna Amjid et al.3.51
- SMART: Scalable Mesh-free Aerodynamic Simulations from Raw Geometries using a Transformer-based Surrogate Model (2026)Jan Hagnberger et al.3.23
- Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models (2026)Kaiyuan Deng et al.2.00
- Tuning-free Instruction-based Video Editing Via Structural Noise Initialization and Guidance (2026)Song Wu et al.2.00
- Drift Flow Matching (2026)Chenrui Ma et al.2.00
- PFlow-T: A Persistence-Driven Forward Process for Topology-Controlled Generation (2026)Snigdha Chandan Khilar2.00
- Conditional Latent Diffusion Model with Fourier-based Motion Modelling for Virtual Population Synthesis (2026)Shaokun Lan et al.2.00
- SegmentAnyTreeV2: Scaling Transformer-Based Tree Instance Segmentation Across Sensors, Platforms, and Forests (2026)Maciej Wielgosz et al.2.00
- Adv-TGD: Adversarial Text-Guided Diffusion for Face Recognition Impersonation Attacks (2026)Omid Ahmadieh et al.2.00
- DeepJEB++: Foundation Model-Driven Large-Scale 3D Engineering Dataset via 2D Latent Space Augmentation (2026)Soyoung Yoo et al.2.00
- Structural MRI Synthesis for Alzheimer's Disease via Conditional Diffusion on Anatomical Masks (2026)Muge Zhang et al.2.00
- APT: Atomic Physical Transitions for Causal Video-Language Understanding (2026)Shang Wu et al.2.00
- Clinically Aligned Geometry Constraints for Robust IVUS Vessel Boundary Segmentation (2026)Yunshu Chen et al.2.00
- Test-Time Adaptation in Optical Coherence Tomography Using Trajectory-Aligned Time-Independent Flow (2026)Veit Hucke et al.2.00
- Transformer Geometry Observatory TGO-I: Spectral Geometry Observatory (2026)Kaustubh Kapil et al.2.00
- P-K-GCN: Physics-augmented Koopman-enhanced Graph Convolutional Network for Deep Spatiotemporal Super-resolution (2026)Xizhuo (Cici) et al.2.00
- Agent-aided Design For Dynamic CAD Models (2026)Mitch Adler, Matthew Russo, Michael Cafarella2.00
- Supplemental Material for I React to Bodies but Not Faces, a Replication and Extension of Aviezer et al. (2012) (2026)2.00
- A Survey on Deep Learning Architectures for Point Cloud Classification and Segmentation (2026)Minhas Kamal et al.1.94
- Improved Baselines with Representation Autoencoders (2026)Jaskirat Singh et al.1.94