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Pushing boundaries of complex reasoning in small language models

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Its Time for Mojang to Revive a Scrapped Minecraft Concept

Pushing boundaries of complex reasoning in small language models

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Suriya Gunasekar

Proud to receive an outstanding paper award at the TSRML workshop at

Suriya Gunasekar

Pushing boundaries of complex reasoning in small language models

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Pushing boundaries of complex reasoning in small language models

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Figure 1 from Adversarial Attacks on Deep Learningbased Video

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Out latest small language model the 27B parameter Phi2 achieves

PDF HASHTAG Hash Signatures for Online Detection of FaultInjection

Talk Title The Emergence of Essential Sparsity in Large Pretrained

Figure 2 from Adversarial Attacks on Deep Learningbased Video

Schematic representation of the connections within a smallworld CNN

Figure 1 from AdaGL Adaptive Learning for Agile Distributed Training

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Table 1 from Concurrent Weight Encodingbased Detection for BitFlip

Overview of AdaNS adaptive sampling methodology for hyperparameter

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Realization of the treebased vector reduction algorithm Download

Paper page zPROBE Zero Peek Robustness Checks for Federated Learning

Perlayer FLOPs bar charts and percentage of pruned FLOPs curve for

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Xiaowei Jia

a Initialized population for structured pruning b Population upon

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Lingfei Wu

Example Trojans a BadNets 14 with a sticky note and TrojanNN 23

Huge thanks to our incredible speakers panelists chairs and

Yang Sui

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2D illustration of AdaNSGaussian sampling strategies Download

ICLR NetFlick Adversarial Flickering Attacks on Deep Learning Based

Examples of the preprocessing results Left original samples Right

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PDF High Accuracy Farsi Language Character Segmentation and Recognition

a Initialized population for structured pruning b Population upon

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Performance of a baseline AlexNet and its SWNet benchmarked on ImageNet

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a Initialized population for structured pruning b Population upon

Paper page Phi4reasoning Technical Report

Evaluated datasets and attack algorithms Download Scientific Diagram

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PDF NetFlick Adversarial Flickering Attacks on Deep Learning Based

a Example Trojan data with watermark and square triggers 23 b

Ablation studies for VGG on CIFAR10a Effect of initialization

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Efficient LargeScale AI Workshop Microsoft Research

featured image Textbooks Are All You Need Additional Examples for

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Schematic representation of the connections within a smallworld CNN

a Initialized population for structured pruning b Population upon

Overview of DeepFense countermeasure Download Scientific Diagram

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Phi4 Technical Report

PDF Trojan Signatures in DNN Weights

Our proposed rewiring algorithm replaces edges to the subsequent layer

PDF RoVISQ Reduction of Video Service Quality via Adversarial

Examples of the samples in the CENPARMI database Download Scientific

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Illustration of weight decomposition for common neural network layers

Suriya Gunasekar

Physics of AI Microsoft Research

PDF SemiHD SemiSupervised Learning Using Hyperdimensional Computing

Figure 3 from VideoFlip Adversarial Bit Flips for Reducing Video

Jyoti Aneja

Microsoft Research Debuts Phi2 New Small Language Model

Suriya Gunasekar

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Paper page Phi4 Technical Report

Table 1 from Adversarial Attacks on Deep Learningbased Video

Periteration analysis of AdaNS sampling Download Scientific Diagram

Examples of the samples in the CENPARMI database Download Scientific

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Jyoti Aneja

Transition of a regular graph to a completely random network

Overview of AdaNS adaptive sampling methodology for hyperparameter

Vectorized representation of an example 4layer DNN for Pruning and

Jyoti Aneja

Wei Hua

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