ByteDance Seed

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hyc2026 updated a model 3 days ago

ByteDance-Seed/TaskMem

hyc2026 published a model 3 days ago

ByteDance-Seed/TaskMem

hyc2026 submitted a paper 4 days ago

Task-Focused Memorization for Multimodal Agents

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Papers

Task-Focused Memorization for Multimodal Agents

Representation Forcing for Bottleneck-Free Unified Multimodal Models

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ByteDance-Seed 's papers 91

Submitted by

yichen he

Task-Focused Memorization for Multimodal Agents

ByteDance-Seed

Submitted by

taesiri

Representation Forcing for Bottleneck-Free Unified Multimodal Models

ByteDance-Seed

Submitted by

taesiri

Negligible in Size, Significant in Effect: On Scale Vectors in Large Language Models

ByteDance-Seed

Submitted by

Zhaowei Wang

Training Long-Context Vision-Language Models Effectively with Generalization Beyond 128K Context

ByteDance-Seed

2

Submitted by

taesiri

Continuous Latent Diffusion Language Model

ByteDance-Seed

Submitted by

Zhao Yian

Video Generation with Predictive Latents

ByteDance-Seed

Submitted by

taesiri

End-to-End Autoregressive Image Generation with 1D Semantic Tokenizer

ByteDance-Seed

Submitted by

HanzhongGuo

Leveraging Verifier-Based Reinforcement Learning in Image Editing

ByteDance-Seed

Submitted by

KABI

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

ByteDance-Seed

4

Submitted by

taesiri

LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories

ByteDance-Seed

Submitted by

taesiri

Seedance 2.0: Advancing Video Generation for World Complexity

ByteDance-Seed

7

Submitted by

Peter Lin

Continuous Adversarial Flow Models

ByteDance-Seed

2

Submitted by

wujie10558@gmail.com

UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation

ByteDance-Seed

Submitted by

Minghan Qin

SIMART: Decomposing Monolithic Meshes into Sim-ready Articulated Assets via MLLM

ByteDance-Seed

Submitted by

Lianghui Zhu

Mixture-of-Depths Attention

ByteDance-Seed

Submitted by

taesiri

Understanding by Reconstruction: Reversing the Software Development Process for LLM Pretraining

ByteDance-Seed

Submitted by

taesiri

Learn Hard Problems During RL with Reference Guided Fine-tuning

ByteDance-Seed

Submitted by

taesiri

CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation

ByteDance-Seed

Submitted by

taesiri

World Guidance: World Modeling in Condition Space for Action Generation

ByteDance-Seed

Submitted by

taesiri

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

ByteDance-Seed

Submitted by

rzw

VideoWorld 2: Learning Transferable Knowledge from Real-world Videos

ByteDance-Seed

Submitted by

taesiri

BABE: Biology Arena BEnchmark

ByteDance-Seed

Submitted by

taesiri

Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better

ByteDance-Seed

Submitted by

taesiri

Protein Autoregressive Modeling via Multiscale Structure Generation

ByteDance-Seed

Submitted by

AngLv

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning

ByteDance-Seed

4

Submitted by

ShawnYing

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

ByteDance-Seed

Submitted by

Huang Zihao

ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation

ByteDance-Seed

Submitted by

Lai Wei

Post-LayerNorm Is Back: Stable, ExpressivE, and Deep

ByteDance-Seed

4

Submitted by

Jialong Wu

Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models

ByteDance-Seed

Submitted by

Chenghao Fan

Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model

ByteDance-Seed

Submitted by

taesiri

Rethinking Video Generation Model for the Embodied World

ByteDance-Seed

Submitted by

taesiri

VLingNav: Embodied Navigation with Adaptive Reasoning and Visual-Assisted Linguistic Memory

ByteDance-Seed

Submitted by

Qu

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

ByteDance-Seed

4

Submitted by

Xiao Ma

GR-Dexter Technical Report

ByteDance-Seed

Submitted by

AngLv

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

ByteDance-Seed

4

Submitted by

taesiri

LLM Swiss Round: Aggregating Multi-Benchmark Performance via Competitive Swiss-System Dynamics

ByteDance-Seed

Submitted by

taesiri

SpatialTree: How Spatial Abilities Branch Out in MLLMs

ByteDance-Seed

Submitted by

taesiri

Seed-Prover 1.5: Mastering Undergraduate-Level Theorem Proving via Learning from Experience

ByteDance-Seed

3

Submitted by

Yuwei Guo

End-to-End Training for Autoregressive Video Diffusion via Self-Resampling

ByteDance-Seed

Submitted by

wujie10558@gmail.com

Seedance 1.5 pro: A Native Audio-Visual Joint Generation Foundation Model

ByteDance-Seed

3

Submitted by

taesiri

UniUGP: Unifying Understanding, Generation, and Planing For End-to-end Autonomous Driving

ByteDance-Seed

Submitted by

taesiri

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

ByteDance-Seed

Submitted by

Xiao Ma

GR-RL: Going Dexterous and Precise for Long-Horizon Robotic Manipulation

ByteDance-Seed

6

Submitted by

Yifan Du

Revisiting the Necessity of Lengthy Chain-of-Thought in Vision-centric Reasoning Generalization

ByteDance-Seed

Submitted by

Peter Lin

Adversarial Flow Models

ByteDance-Seed

Submitted by

taesiri

Virtual Width Networks

ByteDance-Seed

Submitted by

taesiri

DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains

ByteDance-Seed

Submitted by

Adina Yakefu

Depth Anything 3: Recovering the Visual Space from Any Views

ByteDance-Seed

Submitted by

taesiri

WMPO: World Model-based Policy Optimization for Vision-Language-Action Models

ByteDance-Seed

Submitted by

taesiri

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

ByteDance-Seed

Submitted by

taesiri

Visual Spatial Tuning

ByteDance-Seed

Submitted by

taesiri

Learning Vision-Driven Reactive Soccer Skills for Humanoid Robots

ByteDance-Seed

Submitted by

taesiri

MME-CC: A Challenging Multi-Modal Evaluation Benchmark of Cognitive Capacity

ByteDance-Seed

Submitted by

Yiyang Zhou

When Visualizing is the First Step to Reasoning: MIRA, a Benchmark for Visual Chain-of-Thought

ByteDance-Seed

Submitted by

taesiri

Scaling Latent Reasoning via Looped Language Models

ByteDance-Seed

9

Submitted by

Mengzhao Chen

INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats

ByteDance-Seed

Submitted by

Wu Bohong

Parallel Loop Transformer for Efficient Test-Time Computation Scaling

ByteDance-Seed

Submitted by

Zhongcong Xu

Seed3D 1.0: From Images to High-Fidelity Simulation-Ready 3D Assets

ByteDance-Seed

Submitted by

Jiawei Zhang

Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth

ByteDance-Seed

Submitted by

sijin

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

ByteDance-Seed

Submitted by

XinLi

Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures

ByteDance-Seed

Submitted by

taesiri

Generative Universal Verifier as Multimodal Meta-Reasoner

ByteDance-Seed

Submitted by

taesiri

Trace Anything: Representing Any Video in 4D via Trajectory Fields

ByteDance-Seed

Submitted by

Weiwei Sun

Scaling Long-Horizon LLM Agent via Context-Folding

ByteDance-Seed

Submitted by

yichen he

Memory Retrieval and Consolidation in Large Language Models through Function Tokens

ByteDance-Seed

Submitted by

Weihao Yu

Artificial Hippocampus Networks for Efficient Long-Context Modeling

ByteDance-Seed

Submitted by

yongxinzhu

Heptapod: Language Modeling on Visual Signals

ByteDance-Seed

Submitted by

cuijiaxing

Self-Forcing++: Towards Minute-Scale High-Quality Video Generation

ByteDance-Seed

Submitted by

Ziniu Li

Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

ByteDance-Seed

Submitted by

taesiri

Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?

ByteDance-Seed

Submitted by

Zehui Chen

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

ByteDance-Seed

Submitted by

Minghuan Liu

Manipulation as in Simulation: Enabling Accurate Geometry Perception in Robots

ByteDance-Seed

Submitted by

Wei Li

Robix: A Unified Model for Robot Interaction, Reasoning and Planning

ByteDance-Seed

6

Submitted by

Ge Zhang

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

ByteDance-Seed

Submitted by

taesiri

DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization

ByteDance-Seed

Submitted by

jiashuo liu

FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction

ByteDance-Seed

5

Submitted by

yichen he

Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory

ByteDance-Seed

Submitted by

sijin

GR-3 Technical Report

ByteDance-Seed

2

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World

ByteDance-Seed

VINCIE: Unlocking In-context Image Editing from Video

ByteDance-Seed

Submitted by

JIANYI WANG

SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training

ByteDance-Seed

Seed-Coder: Let the Code Model Curate Data for Itself

ByteDance-Seed

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning

ByteDance-Seed

Submitted by

Daoguang Zan

Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

ByteDance-Seed

Submitted by

Ju He

FlowTok: Flowing Seamlessly Across Text and Image Tokens

ByteDance-Seed

2

Submitted by

Yuanxin Liu

UVE: Are MLLMs Unified Evaluators for AI-Generated Videos?

ByteDance-Seed

Submitted by

AK

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

ByteDance-Seed

Submitted by

haoxintong

MAGA: MAssive Genre-Audience Reformulation to Pretraining Corpus Expansion

ByteDance-Seed

2

Submitted by

JIANYI WANG

SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration

ByteDance-Seed

Submitted by

Hanshi

ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

ByteDance-Seed

CryoFM: A Flow-based Foundation Model for Cryo-EM Densities

ByteDance-Seed