2025-03-31s

ReaRec: Unleashing latent reasoning power for sequential recommendation through inference-time multi-step reasoning.

New method for moving object segmentation by combining long-range motion cues, semantic features, and SAM2, achieving state-of-the-art performance in challenging scenarios.

ORIGEN: First zero-shot 3D orientation grounding in text-to-image generation.

Hi3DGen: High-fidelity 3D geometry generation from images via normal bridging.

This paper enhances Reinforcement Learning from Human Feedback (RLHF) by tackling reward hacking and response diversity issues through improved data construction methods.

X2-Gaussian enables continuous-time 4D CT reconstruction via dynamic radiative Gaussian splatting and self-supervised respiratory motion learning.

SparseFlex: Achieves high-res, arbitrary-topology 3D shape modeling via sparse isosurface representation and sectional voxel training. Revolutionizing 3D generative AI!

ReFeed enhances multi-dimensional summarization by using reflective reasoning on feedback, mitigating trade-offs between dimensions and improving robustness.

HSMR: Reconstructing 3D humans with a biomechanically accurate skeleton model from a single image, enhancing pose realism.

Survey on improving efficiency in large reasoning models across language, multimodality, and beyond.

PHYSICS: A new benchmark reveals foundation models struggle with university-level physics, highlighting needs for improved reasoning and knowledge integration.

New metrics and representation enhance 3D talking head realism by focusing on perceptual lip synchronization.

Free4D: Tuning-free 4D scene generation with spatial-temporal consistency.

4D-Bench: The first benchmark for assessing MLLMs in 4D object understanding, revealing weak temporal understanding and the need for advancements.

MedAgent-Pro: An evidence-based reasoning agentic system for reliable multi-modal medical diagnosis.

OThink-MR1 enhances MLLM reasoning via dynamic reinforcement learning, achieving remarkable cross-task generalization!