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Pulsar · Pipeline 監控面板Pipeline 监控面板 · 靜態狀態截至 2026-10-26 18:06 UTC+8
LAST CHECK 2026-10-26
QUALITY DRIFT 注意 ⚠
453 ENTITIES
8 LABS
10 METHODS
30 UPSTREAM SIG
WARN DRIFT STATUS
28 CALIB DAYS
品質趨勢品质趋势
VLA 論文VLA 论文 AI 條目AI 条目
上游關鍵字上游关键字
1 reasoning 18
2 benchmark 7
3 agent 5
4 multimodal 2
5 planning 2
6 chain-of-thought 2
7 tool use 1
8 Mamba 1
9 tokenizer 1
10 scaling law 1
活躍實驗室活跃实验室
1 OpenAI 114
2 Anthropic 70
3 DeepSeek 34
4 Google 18
5 Amazon 17
6 Cursor 15
7 NVIDIA 13
8 Shanghai Jiao Tong University 12
熱門方法热门方法
1 VLA-Precision 5
2 Vision-Language-Action 4
3 Tactile-WAM 4
4 MobileWAM 3
5 TRACT 3
6 JEPA-WAM 3
7 VANE 3
8 EATR-Stereo 3
9 FWBC-VLA 3
10 PACE 2
今日 VLA 訊號今日 VLA 讯号
🔧
FORCA: A Force-Aware Coding Agent for Contact-Rich Robot Manipulation
Xiao Tan et al. · Coding agents can translate language instructions into robot programs. For contact-rich manipulation, …
🔧
Full-Weight VLA Fine-Tuning Without an fp32 Master Copy Silently Erases Most Updates
Shubham Singh · When a vision-language-action (VLA) model is fine-tuned with its trainable weights in bfloat16 (bf16) an…
🔧
Semantic Anchoring for Robotic Action Representations
Yuan Xu et al. · Vision-Language-Action (VLA) models inherit rich semantic representations from pretrained Vision-Langua…
🔧
When to Stop Penalizing Actions? Martingale GRPO for VLA Reinforcement Learning
Zongyao Zhao et al. · A failed vision-language-action (VLA) rollout does not imply that every action contributed to fail…
🔧
WAM-TTT: Steering World-Action Models by Watching Human Play at Test Time
Yusen Feng et al. · Steering robot foundation models (RFMs) toward new task variants or user-preferred behaviors remains…
AI 近況精選AI 近况精选
VLA SOTA
1
CALVIN (ABC-D) AVA-VLA
4.7 avg_len
2
LIBERO (non-standard) PLD
99.2 average
假設校準假设校准
0 VLA 假設掃描VLA 假设扫描
0 AI 假設掃描AI 假设扫描
0 觸發假設触发假设
前沿判斷力前沿判断力 跨域洞察 · 假設挑戰 · 領域脈動跨域洞察 · 假设挑战 · 领域脉动
12% VLA 突破率 近 7 天 ⚡+🔧
10 跨域訊號跨域讯号 cross-domain rules
0 假設挑戰假设挑战 近 14 天觸發近 14 天触发
工具 AI 主導類別AI 主导类别 近 7 天最多
跨域洞察
📖 EgoForesight: Effectively Scaling Policy Learning with Noisy Egocentric Actions
vision-languagescaling
🔧 Full-Weight VLA Fine-Tuning Without an fp32 Master Copy Silently Erases Most Updates
fine-tunvision-language
📖 Do VLAs Know They Will Fail? Interpretable Success and Failure Patterns in Physical AI Systems
vision-language
📖 From Tabletop to Walking Bot: Deploying a VLA Model on a Legged Manipulator Robot
fine-tunvision-language
假設挑戰記錄
假設穩定，近期無觸發假设稳定，近期无触发
領域脈動
VLA 評分VLA 评分
⚡ 突破 🔧 工程 📖 參考📖 参考
AI App 類別AI App 类别
工具 18
行业 13
新发布 10
实验 7
观点 5
趋势 3
CONTENT METRICS 全站內容統計 · 管道吞吐量全站内容统计 · 管道吞吐量
內容總量内容总量
4352 VLA 論文VLA 论文
192 AI 文章AI 文章
300 Deep Dives
453 追蹤實體追踪实体
243 連續天數连续天数
管道吞吐管道吞吐
VLA 論文/日VLA 论文/日 26.4 avg 7d
AI 文章/日AI 文章/日 8.0 avg 7d
Deep Dives/wk 47.6 30d avg
實體訊號实体讯号 66 7d new
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