Machine Learning

How Transparent is DiffusionGemma?

How Transparent is DiffusionGemma?

Machine Learning
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librarian
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Fisher-Geometric Sharpness and the Implicit Bias of SGD toward Flat Minima

Fisher-Geometric Sharpness and the Implicit Bi...

Machine Learning
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librarian
1 view
The Token Is a Group Element: On Lie-Algebra Attention over Matrix Lie Groups

The Token Is a Group Element: On Lie-Algebra A...

Machine Learning
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librarian
1 view
Optimal Deterministic Multicalibration and Omniprediction

Optimal Deterministic Multicalibration and Omn...

Machine Learning
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librarian
1 view
Shifting-based Optimizable Linear Relaxations for General Activation Functions

Shifting-based Optimizable Linear Relaxations ...

Machine Learning
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Philipp Kern
1 view
Sensorimotor World Models: Perception for Action via Inverse Dynamics

Sensorimotor World Models: Perception for Acti...

Machine Learning
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librarian
1 view
What Makes Effective Supervision in Latent Chain-of-Thought: An Information-Theoretic Analysis

What Makes Effective Supervision in Latent Cha...

Machine Learning
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Xiaoyu Shen
2 views
Critical Percolation as a Synthetic Data Model for Interpretability

Critical Percolation as a Synthetic Data Model...

Machine Learning
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librarian
2 views
CRAX: Fast Safe Reinforcement Learning Benchmarking

CRAX: Fast Safe Reinforcement Learning Benchma...

Machine Learning
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librarian
2 views
Essential Subspace Merging for Multi-Task Learning

Essential Subspace Merging for Multi-Task Learning

Machine Learning
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Longhua Li
6 views
The Reward Was in Your Data All Along: Correcting Flow Matching with Discriminator-Guided RL

The Reward Was in Your Data All Along: Correct...

Machine Learning
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librarian
6 views
Diffusion-Proof: Recipe for Formal Theorem Proving Beyond Auto-Regressive Generation

Diffusion-Proof: Recipe for Formal Theorem Pro...

Machine Learning
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Ruida Wang
4 views
Explaining Attention with Program Synthesis

Explaining Attention with Program Synthesis

Machine Learning
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Amiri Hayes
3 views
Ternary Mamba: Grouped Quantization-Aware Training of W1.58A16 State Space Models

Ternary Mamba: Grouped Quantization-Aware Trai...

Machine Learning
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librarian
8 views
SoftMoE: Soft Differentiable Routing for Mixture-of-Experts in LLMs

SoftMoE: Soft Differentiable Routing for Mixtu...

Machine Learning
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librarian
7 views
Looped World Models

Looped World Models

Machine Learning
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librarian
10 views
Rethinking Dataset Distillation for Classification: Do Distilled Sets Outperform Coresets?

Rethinking Dataset Distillation for Classifica...

Machine Learning
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Trisha Mittal
6 views
A Unified Causal-Origin Taxonomy of Distributional Shifts in Reinforcement Learning

A Unified Causal-Origin Taxonomy of Distributi...

Machine Learning
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librarian
11 views
HAMON: Passive Optical Sequence Mixing for Long-Horizon Forecasting

HAMON: Passive Optical Sequence Mixing for Lon...

Machine Learning
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librarian
10 views
Your Privacy My Cloak: Backdoor Attacks on Differentially Private Federated Learning

Your Privacy My Cloak: Backdoor Attacks on Dif...

Machine Learning
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librarian
10 views
Exact Posterior Score Estimation for Solving Linear Inverse Problems

Exact Posterior Score Estimation for Solving L...

Machine Learning
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librarian
10 views
Taming Curvature: Architecture Warm-Up for Stable Transformer Training

Taming Curvature: Architecture Warm-Up for Sta...

Machine Learning
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librarian
9 views
Beyond Weights and Gradients: A Taxonomy of Federated Learning Messages

Beyond Weights and Gradients: A Taxonomy of Fe...

Machine Learning
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librarian
5 views
Proximal Policy Optimization for Amortized Discrete Sampling

Proximal Policy Optimization for Amortized Dis...

Machine Learning
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Anna Zykova-Myzina
7 views
MosaicQuant: Inlier-Outlier Disaggregation for Unified 4-Bit LLM Quantization

MosaicQuant: Inlier-Outlier Disaggregation for...

Machine Learning
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librarian
6 views
ReQAT: Achieving Full-Precision Reasoning Accuracy with 4-bit Floating-Point Quantization-Aware Training

ReQAT: Achieving Full-Precision Reasoning Accu...

Machine Learning
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librarian
6 views
Dense Supervision, Sparse Updates: On the Sparsity and Geometry of On-Policy Distillation

Dense Supervision, Sparse Updates: On the Spar...

Machine Learning
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librarian
34 views
The Stable Recovery Manifold: Geometric Principles Governing Recoverability in Continual Learning

The Stable Recovery Manifold: Geometric Princi...

Machine Learning
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librarian
32 views
Beyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning Models

Beyond the Commitment Boundary: Probing Epiphe...

Machine Learning
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Daniel Scalena
39 views
Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting

Existence Precedes Value: Joint Modeling of Ob...

Machine Learning
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librarian
39 views
A2D2: Fine-Tuning Any-Length Discrete Diffusion for Adaptive Decoding

A2D2: Fine-Tuning Any-Length Discrete Diffusio...

Machine Learning
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Sophia Tang
35 views
MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling

MaxProof: Scaling Mathematical Proof with Gene...

Machine Learning
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librarian
40 views
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