Pranay Suyash PRO

pranaysuyash

·

AI & ML interests

Computer vision, NLP

Recent Activity

liked a Space 4 days ago

HumeAI/rw-voice-eq

updated a Space 5 days ago

pranaysuyash/7pQIzVNctu

published a Space 5 days ago

pranaysuyash/7pQIzVNctu

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Organizations

pranaysuyash 's Spaces 41

Controlled LLM Training on Spectral Sphere (5kTn1c3vtt)

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Reward-free Alignment for Conflicting Objectives (RACO) (vSzRJyg6k0)

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SALAAD: Sparse And Low-Rank Adaptation via ADMM (TbUbv5zqTF)

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Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers (7pQIzVNctu)

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FlexRank: Nested Low-Rank Knowledge Decomposition for Adaptive Model Deployment (DK0kvnNelx)

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To Grok Grokking: Provable Grokking in Ridge Regression (5nNNVY8NW4)

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Scaling Law for Quantization-Aware Training (fXr3uPr1G5)

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Diffusion Bridge or Flow Matching? A Unifying Framework and Comparative Analysis (aIFgQusnPy)

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Conditional Equivalence of DPO and RLHF: Assumptions, Failure Modes, and Provable Alignment (7UEBX1KU1y)

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Stable-Rank Degradation Causes MLP INR Low-Frequency Bias (2azIa9tfl3)

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DiReCT — Flat-Direction Preference in Annealing Sample Selection (2UH01A9Za0)

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FOAM — Low-Rank Factorized Optimizer State (k7XzObg9Hy)

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Segment-Level Training/Inference Alignment for Efficient Long-Context LLMs (PoRigyDOcC)

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Rotary Position Encodings for Graphs — WIRE (trn64znfNx)

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A Random Matrix Theory Perspective on the Consistency of Diffusion Models (iPjuUQbkfl)

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Reward-free Alignment for Conflicting Objectives (71122)

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Stable Deep RL via Isotropic Gaussian Representations (gc7Gg18ejz)

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Success-Conditioning as Policy Improvement (FEmXFeqYNZ)

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Repro - To Grok Grokking ridge regression

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Repro - MEnvAgent MEnvBench cardinality

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Repro - PaperBanana: Automating Academic Illustration for AI Scientists

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Repro - MORE Multilingual Document Parsing Benchmark

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Repro - Minimum Distance Summaries for Robust Neural Posterior Estimation

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Repro - LitReview Arena Claims 1-2

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