SignAvatars: A Large-scale 3D Sign Language Holistic Motion Dataset and Benchmark.- AttnZero: Efficient Attention Discovery for Vision Transformers.- Auto-GAS: Automated Proxy Discovery for Training-free Generative Architecture Search.- Auto-DAS: Automated Proxy Discovery for Training-free Distillation-aware Architecture Search.- UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation.- TimeCraft: Navigate Weakly-Supervised Temporal Grounded Video Question Answering via Bi-directional Reasoning.- Spectral Subsurface Scattering for Material Classification.- nuCraft: Crafting High Resolution 3D Semantic Occupancy for Unified 3D Scene Understanding.

- Dynamic Neural Radiance Field From Defocused Monocular Video.- PiTe: Pixel-Temporal Alignment for Large Video-Language Model.- CarFormer: Self-Driving with Learned Object-Centric Representations.- FreeDiff: Progressive Frequency Truncation for Image Editing with Diffusion Models.- Plain-Det: A Plain Multi-Dataset Object Detector.- Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation.- Cs2K: Class-specific and Class-shared Knowledge Guidance for Incremental Semantic Segmentation.- Synchronous Diffusion for Unsupervised Smooth Non-Rigid 3D Shape Matching.

- Text-Guided Video Masked Autoencoder.- Diffusion Models for Open-Vocabulary Segmentation.- Textual-Visual Logic Challenge: Understanding and Reasoning in Text-to-Image Generation.- EvSign: Sign Language Recognition and Translation with Streaming Events.- QUAR-VLA: Vision-Language-Action Model for Quadruped Robots.- Zero-shot Object Counting with Good Exemplars.- TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering.- SFPNet: Sparse Focal Point Network for Semantic Segmentation on General LiDAR Point Clouds.

- PartSTAD: 2D-to-3D Part Segmentation Task Adaptation.- FutureDepth: Learning to Predict the Future Improves Video Depth Estimation.- LLM as Copilot for Coarse-grained Vision-and-Language Navigation.