· devops
[Paper] VLCs: Managing Parallelism with Virtualized Libraries
As the complexity and scale of modern parallel machines continue to grow, programmers increasingly rely on composition of software libraries to encapsulate and ...
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- · ai
[Paper] GRASP: GRouped Activation Shared Parameterization for Parameter-Efficient Fine-Tuning and Robust Inference of Transformers
Parameter-efficient fine-tuning (PEFT) provides a scalable alternative to full-model adaptation by updating only a small subset of parameters in large pre-train...
- · devops
[Paper] Scaling MPI Applications on Aurora
The Aurora supercomputer, which was deployed at Argonne National Laboratory in 2024, is currently one of three Exascale machines in the world on the Top500 list...
- · devops
[Paper] tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection
We present tritonBLAS, a fast and deterministic analytical model that uses architectural parameters like the cache hierarchy, and relative code and data placeme...
- · ai
[Paper] SimFlow: Simplified and End-to-End Training of Latent Normalizing Flows
Normalizing Flows (NFs) learn invertible mappings between the data and a Gaussian distribution. Prior works usually suffer from two limitations. First, they add...
- · ai
[Paper] Unique Lives, Shared World: Learning from Single-Life Videos
We introduce the 'single-life' learning paradigm, where we train a distinct vision model exclusively on egocentric videos captured by one individual. We leverag...
- · ai
[Paper] PosterCopilot: Toward Layout Reasoning and Controllable Editing for Professional Graphic Design
Graphic design forms the cornerstone of modern visual communication, serving as a vital medium for promoting cultural and commercial events. Recent advances hav...
- · ai
[Paper] Radiance Meshes for Volumetric Reconstruction
We introduce radiance meshes, a technique for representing radiance fields with constant density tetrahedral cells produced with a Delaunay tetrahedralization. ...
- · ai
[Paper] SkillFactory: Self-Distillation For Learning Cognitive Behaviors
Reasoning models leveraging long chains of thought employ various cognitive skills, such as verification of their answers, backtracking, retrying by an alternat...
- · ai
[Paper] SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL
Vision Language Models (VLMs) demonstrate strong qualitative visual understanding, but struggle with metrically precise spatial reasoning required for embodied ...
- · ai
[Paper] Learning Steerable Clarification Policies with Collaborative Self-play
To handle underspecified or ambiguous queries, AI assistants need a policy for managing their uncertainty to determine (a) when to guess the user intent and ans...
- · ai
[Paper] Fare Comparison App of Uber, Ola and Rapido
In todays increasing world, it is very important to have good hailing services like Ola, Uber, and Rapido as it is very essential for our daily transportation. ...