本期的 15 篇论文如下:
00:22 ⚡ SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention(SLA:通过可微调稀疏线性注意力突破扩散Transformer的稀疏性极限)
01:05 🗣 StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs(StableToken:一种面向韧性SpeechLLM的噪声鲁棒语义语音分词器)
01:54 🎮 Multiplayer Nash Preference Optimization(多玩家纳什偏好优化)
02:57 🔗 RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark(RealUnify:统一模型真的因“统一”而更强吗?综合基准揭晓答案)
03:44 🎨 OpenGPT-4o-Image: A Comprehensive Dataset for Advanced Image Generation and Editing(OpenGPT-4o-Image:面向高级图像生成与编辑的大规模综合数据集)
04:28 🧠 Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR(超越探索-利用权衡:面向RLVR中LLM推理的隐状态方法)
05:05 🧩 Visual Jigsaw Post-Training Improves MLLMs(视觉拼图后训练提升多模态大模型)
05:37 🎬 SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer(SANA-Video:基于分块线性注意力Transformer的高效视频扩散生成模型)
06:15 🔬 Democratizing AI scientists using ToolUniverse(用ToolUniverse普及AI科学家)
06:59 🧠 When Does Reasoning Matter? A Controlled Study of Reasoning's Contribution to Model Performance(推理何时真正奏效?对推理贡献度的受控研究)
07:31 📊 GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts(GSM8K-V:视觉语言模型能否解决视觉语境下的小学数学应用题?)
08:04 🖼 EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling(EditScore:借助高保真奖励建模解锁图像编辑在线强化学习)
08:54 🚀 SparseD: Sparse Attention for Diffusion Language Models(SparseD:面向扩散语言模型的稀疏注意力机制)
09:40 🎛 EasySteer: A Unified Framework for High-Performance and Extensible LLM Steering(EasySteer:高性能可扩展LLM推理控制统一框架)
10:32 🧠 Towards Personalized Deep Research: Benchmarks and Evaluations(迈向个性化深度研究:基准与评估)

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小红书: AI速递
