Gartner's Top 10 Tech Trends for 2024
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TPU V4 and Trends in Accelerator Hardware
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Why You Shouldnt Copy Your Tech Idols
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Optimal Control (CMU 16-745) 2024 Lecture 19：卡尔曼滤波
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[NSDI 2024] CASSINI： ML集群中的网络感知job调度
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Stanford EE364A：Convex Optimization lecture 10
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[I3D 2024] Solvers and Simulation
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SIGIR 2024，信息检索发展历程
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[SIGGRAPH 2024] 实时物理毛发插值
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[SIGCOMM2023] ： Offloading
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AI持续发展，GAIA-1到GPT-4V，Nvidia B100 到Bard vs LLaVA
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Princeton机器人Lecture10：动态约束下的规划
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AMD Advancing AI PCs in 2024
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AI Hardware
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ICAPS 2024 Tutorial， 寻找经典规划问题的多个规划
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3DV 2024，下一代reconstruction
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Insights from NVIDIA Research
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[NSDI 2024 THC：tensor同态压缩加速分布式DL训练
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[APNEET2023] 超大规模RDMA：经验和未来方向
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[STOC 2024] Avi Wigderson：“Alan Turing： A TCS Role Model”
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Mamba和S4解读：架构、并行扫描、内核融合、循环、卷积、数学
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物理视角看GNN
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[Cuda mode] Lecture 15： CUTLASS
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[I3D 2024] 论文Fast-Forward
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RISC-V Microprocessors
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Optimal Control (CMU 16-745) 2024 Lecture 22：自动驾驶和博弈论
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[Cuda mode] Lecture 10： Build a Prod Ready CUDA library
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[I3D 2024] Efficient Forward and Differentiable Rendering
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Real World Robotics Tutorial7：Bringing Robots to the World
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[NSDI 2024] Parcae: 可抢占实例中主动、liveput优化的DNN训练
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Distributional reinforcement learning
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Big Ideas in 2024：AI优先游戏
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FAST2024最佳论文，十余年阿里云弹性块存储(EBS)演进
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Iceberg Summit 2024主题演讲：The Quiet Revolution
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Groq张量流式处理器架构
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Meta：大规模AI集群维护
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[Stanford MLSys] Text2SQL: 理想与现实
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Groq's Tensor Streaming Processor
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Efficient Large Vision Models
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LLMs视角看差分隐私
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AI中需要的网络和存储技术