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Papers943

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Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models

Beginner
Shufan Li, Jiuxiang Gu et al.Dec 16arXiv

Sparse-LaViDa makes diffusion-style AI models much faster by skipping unhelpful masked tokens during generation while keeping quality the same.

#Masked Discrete Diffusion#Sparse Parameterization#Register Tokens

Olmo 3

Beginner
Team Olmo, : et al.Dec 15arXiv

Olmo 3 is a family of fully-open AI language models (7B and 32B) where every step—from raw data to training code and checkpoints—is released.

#fully-open language models#model flow#long-context reasoning

FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition

Intermediate
Jonas Golde, Patrick Haller et al.Dec 15arXiv

FINERWEB is a new, carefully built dataset pipeline that teaches computers to spot names of people, places, and more across 91 languages and 25 writing systems.

#multilingual NER#named entity recognition#LLM supervision

SAGE: Training Smart Any-Horizon Agents for Long Video Reasoning with Reinforcement Learning

Intermediate
Jitesh Jain, Jialuo Li et al.Dec 15arXiv

SAGE is a smart video-watching agent that decides when to answer quickly and when to take multiple steps, just like how people skim or rewind long videos.

#any-horizon reasoning#video agents#temporal grounding

LitePT: Lighter Yet Stronger Point Transformer

Intermediate
Yuanwen Yue, Damien Robert et al.Dec 15arXiv

LitePT is a new AI backbone for 3D point clouds that uses convolutions in early layers and attention in later layers to be both fast and accurate.

#LitePT#Point Transformer#3D point cloud

Towards Scalable Pre-training of Visual Tokenizers for Generation

Intermediate
Jingfeng Yao, Yuda Song et al.Dec 15arXiv

The paper tackles a paradox: visual tokenizers that get great pixel reconstructions often make worse images when used for generation.

#visual tokenizer#latent space#Vision Transformer

Feedforward 3D Editing via Text-Steerable Image-to-3D

Intermediate
Ziqi Ma, Hongqiao Chen et al.Dec 15arXiv

Steer3D lets you change a 3D object just by typing what you want, like “add a roof rack,” and it does it in one quick pass.

#3D editing#image-to-3D#ControlNet

Towards Interactive Intelligence for Digital Humans

Intermediate
Yiyi Cai, Xuangeng Chu et al.Dec 15arXiv

Digital humans used to just copy motions; this paper makes them think, speak, and move in sync like real people.

#interactive intelligence#digital human#multimodal avatar

RoboTracer: Mastering Spatial Trace with Reasoning in Vision-Language Models for Robotics

Intermediate
Enshen Zhou, Cheng Chi et al.Dec 15arXiv

RoboTracer is a vision-language model that turns tricky, word-only instructions into safe, step-by-step 3D paths (spatial traces) robots can follow.

#RoboTracer#spatial trace#3D spatial referring

Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models

Intermediate
Boxin Wang, Chankyu Lee et al.Dec 15arXiv

The paper introduces Nemotron-Cascade, a step-by-step (cascaded) reinforcement learning recipe that trains an AI across domains like alignment, instructions, math, coding, and software engineering—one at a time.

#Cascaded Reinforcement Learning#RLHF#Instruction-Following RL

LongVie 2: Multimodal Controllable Ultra-Long Video World Model

Intermediate
Jianxiong Gao, Zhaoxi Chen et al.Dec 15arXiv

LongVie 2 is a video world model that can generate controllable videos for 3–5 minutes while keeping the look and motion steady over time.

#long video generation#world model#multimodal control

Image Diffusion Preview with Consistency Solver

Beginner
Fu-Yun Wang, Hao Zhou et al.Dec 15arXiv

Diffusion Preview is a two-step “preview-then-refine” workflow that shows you a fast draft image first and only spends full compute after you like the draft.

#diffusion preview#consistency solver#pf-ode
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