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DC-AE 1.5: Accelerating Diffusion Model Convergence with Structured Latent Space ICCV 2025 DC-AR: Efficient Masked Autoregressive Image Generation with Deep Compression Hybrid Tokenizer ICCV 2025 Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models ICLR 2025 HART: Efficient Visual Generation with Hybrid Autoregressive Transformer ICLR 2025 SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer ICML 2025 SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers ICLR 2025 SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation ICCV 2025 SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models ICLR 2025 VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation ICLR 2025 Accelerating Diffusion Sampling with Optimized Time Steps CVPR 2024 DeepAccident: A Motion and Accident Prediction Benchmark for V2X Autonomous Driving AAAI 2024 DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning ICLR 2024 Fast Training of Diffusion Transformer with Extreme Masking for 3D Point Clouds Generation ECCV 2024 GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation ICLR 2024 Large Language Models as Automated Aligners for benchmarking Vision-Language Models ICLR 2024 LEGO-Prover: Neural Theorem Proving with Growing Libraries ICLR 2024 MagicDrive: Street View Generation with Diverse 3D Geometry Control ICLR 2024 PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis ICLR 2024 PixArt-Sigma: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation ECCV 2024 "Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts" ECCV 2024 Beyond One-to-One: Rethinking the Referring Image Segmentation ICCV 2023 DDP: Diffusion Model for Dense Visual Prediction ICCV 2023 DiffComplete: Diffusion-based Generative 3D Shape Completion NeurIPS 2023 DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-efficient Fine-Tuning ICCV 2023 DiT-3D: Exploring Plain Diffusion Transformers for 3D Shape Generation NeurIPS 2023 DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023 Flow-Based Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection NeurIPS 2023 MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation ICCV 2023 Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View ICCV 2023 T2I-CompBench: A Comprehensive Benchmark for Open-world Compositional Text-to-image Generation NeurIPS 2023 BEVFormer: Learning Bird’s-Eye-View Representation from Multi-Camera Images via Spatiotemporal Transformers ECCV 2022 CycleMLP: A MLP-like Architecture for Dense Prediction ICLR 2022 Panoptic SegFormer: Delving Deeper Into Panoptic Segmentation With Transformers CVPR 2022 Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization AAAI 2022 Understanding The Robustness in Vision Transformers ICML 2022 DetCo: Unsupervised Contrastive Learning for Object Detection ICCV 2021 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021 SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers NeurIPS 2021 Segmenting Transparent Objects in the Wild with Transformer IJCAI 2021 Watch Only Once: An End-to-End Video Action Detection Framework ICCV 2021 What Makes for End-to-End Object Detection? ICML 2021 AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting ECCV 2020 Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation ECCV 2020 PolarMask: Single Shot Instance Segmentation With Polar Representation CVPR 2020 Scene Text Image Super-resolution in the wild ECCV 2020 Segmenting Transparent Objects in the Wild ECCV 2020 Efficient and Accurate Arbitrary-Shaped Text Detection With Pixel Aggregation Network ICCV 2019 Scene Text Detection with Supervised Pyramid Context Network AAAI 2019 Shape Robust Text Detection With Progressive Scale Expansion Network CVPR 2019